Course Modules

Introduction

Introduction Introduction

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Introduction and Philosophy Introduction and Philosophy 1

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Levels of Measurement: Classifying Variables

Levels of Measurement: Classifying Variables Levels of Measurement: Classifying Variables

Attachment

K300 Levels of Measurement Notes.pdf K300 Levels of Measurement Notes.pdf 1

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Descritpive and Inferential Statistics Descritpive and Inferential Statistics 2

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Qualitative and Quantitative Data Qualitative and Quantitative Data 3

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Discrete and Continuous Variables Discrete and Continuous Variables 4

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Nominal, Ordinal, and Scale Values Nominal, Ordinal, and Scale Values 5

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Experimental Terminology and Confounds Experimental Terminology and Confounds 6

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Context Module Sub Header

Supplemental Material 7

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External Tool

Continuous vs. Discrete Variables Continuous vs. Discrete Variables 8

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External Tool

Nominal, Ordinal, and Scale Variables Nominal, Ordinal, and Scale Variables 9

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External Tool

Experimental Terminology Experimental Terminology 10

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Histograms

Histograms Histograms

Attachment

K300 Histograms Notes.pdf K300 Histograms Notes.pdf 1

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Histogram Basics Histogram Basics 2

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Binning Data Binning Data 3

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Describing a Distribution's Symmetry Describing a Distribution's Symmetry 4

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Describing a Distribution's Modality Describing a Distribution's Modality 5

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Context Module Sub Header

Supplemental Materials 6

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External Tool

Working with Bins Working with Bins 7

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External Tool

Shapes of Distributions Shapes of Distributions 8

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Measures of Central Tendency

Measures of Central Tendency Measures of Central Tendency

Attachment

K300 Central Tendency Notes.pdf K300 Central Tendency Notes.pdf 1

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Central Tendency Intro Central Tendency Intro 2

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The Mean The Mean 3

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The Median and the Mode The Median and the Mode 4

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Estimating Central Tendency Estimating Central Tendency 5

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Which Measure to Report? Which Measure to Report? 6

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Misleading Uses of Central Tendency Misleading Uses of Central Tendency 7

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Context Module Sub Header

Supplemental Materials 8

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
External Tool

Estimating Central Tendencies Estimating Central Tendencies 9

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External Tool

Picking a Measure of Central Tendency Picking a Measure of Central Tendency 10

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Variability and the Standard Deviation

Variability and the Standard Deviation Variability and the Standard Deviation

Attachment

K300 Variability and the Standard Deviation Notes.pdf K300 Variability and the Standard Deviation Notes.pdf 1

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Central Tendency Review Central Tendency Review 2

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Variability Variability 3

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The Variance The Variance 4

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Calculating the Variance Calculating the Variance 5

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The Standard Deviation The Standard Deviation 6

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What the Standard Deviation Tells Us What the Standard Deviation Tells Us 7

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Context Module Sub Header

Suplemental Material 8

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The Interquartile Range The Interquartile Range 9

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Calculating the Variance in Excel Calculating the Variance in Excel 10

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Calculating the Standard Deviation in Excel Calculating the Standard Deviation in Excel 11

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Page

Extra Variability and Standard Deviation Calculation Practice Extra Variability and Standard Deviation Calculation Practice 12

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Normal Distributions

Normal Distributions Normal Distributions

Attachment

K300 Normal Distributions Notes.pdf K300 Normal Distributions Notes.pdf 1

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
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The Normal Distribution The Normal Distribution 2

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Normal Distributions and Standard Deviations Normal Distributions and Standard Deviations 3

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The Area Under the Normal Curve The Area Under the Normal Curve 4

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Context Module Sub Header

Supplemental Materials 5

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
External Tool

Estimating the Standard Deviation Estimating the Standard Deviation 6

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete

Z Scores

Z Scores Z Scores

Attachment

K300 Z Scores Notes.pdf K300 Z Scores Notes.pdf 1

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
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Introducing Z Scores Introducing Z Scores 2

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Calculating Z Scores Calculating Z Scores 3

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
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Estimating Percentages From Z Scores Estimating Percentages From Z Scores 4

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
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Comparisons with Z Scores Comparisons with Z Scores 5

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Context Module Sub Header

Supplemental Materials 6

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
External Tool

Calculating and Interpreting Z Scores Calculating and Interpreting Z Scores 7

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
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Extra Z Score Percentage Practice Extra Z Score Percentage Practice 8

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Page

Working With Z Scores in Excel Working With Z Scores in Excel 9

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete

Models and Model Evaluation

Models and Model Evaluation Models and Model Evaluation

Attachment

K300 Evaluating Models Part I Notes.pdf K300 Evaluating Models Part I Notes.pdf 1

attachment 28224335 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Attachment

K300 Evaluating Models Part II Notes.pdf K300 Evaluating Models Part II Notes.pdf 2

attachment 28224336 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
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Estimating Outcome Probabilities Estimating Outcome Probabilities 3

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Page

Modeling Outcomes Modeling Outcomes 4

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Page

Sample Sizes and Noise Sample Sizes and Noise 5

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Page

Simulations Simulations 6

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Page

Multiple Simulations Multiple Simulations 7

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Page

Models as Origin Stories Models as Origin Stories 8

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Page

Rejecting a Model Rejecting a Model 9

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Page

What is "Very Unlikely"? What is "Very Unlikely"? 10

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Page

Model Evaluation and Z Scores Model Evaluation and Z Scores 11

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Context Module Sub Header

Supplemental Materials 12

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Page

Extra Practice with the Coin-Flipping Applet Extra Practice with the Coin-Flipping Applet 13

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Page

Review of Models and Model Evaluation Review of Models and Model Evaluation 14

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Page

Model Evaluation Review Model Evaluation Review 15

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The Null Model

The Null Model The Null Model

Attachment

K300 The Null Model Notes.pdf K300 The Null Model Notes.pdf 1

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Page

Reviewing Model Evaluation Reviewing Model Evaluation 2

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Page

One- and Two-Tailed Tests One- and Two-Tailed Tests 3

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Page

The Null Model The Null Model 4

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Page

Null Hypothesis Significance Testing Null Hypothesis Significance Testing 5

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Page

Directional Hypotheses Directional Hypotheses 6

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Page

NHST Practice NHST Practice 7

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Page

Rejecting and Failing to Reject Rejecting and Failing to Reject 8

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Context Module Sub Header

Supplemental Materials 9

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External Tool

Research and Null Hypothesis Practice Research and Null Hypothesis Practice 10

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete

p Values

p Values p Values

Attachment

K300 P Values Notes.pdf K300 P Values Notes.pdf 1

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Page

p Values p Values 2

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Page

Interpreting p Values Interpreting p Values 3

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Page

Calculating p Values Calculating p Values 4

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Context Module Sub Header

Supplemental Materials 5

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External Tool

Interpreting p Values Interpreting p Values 6

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Page

Practice Calculating p Values Practice Calculating p Values 7

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete

Understanding Statistical Significance

Understanding Statistical Significance Understanding Statistical Significance

Attachment

K300 Statistical Significance Notes.pdf K300 Statistical Significance Notes.pdf 1

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Page

NHST and p Value Review NHST and p Value Review 2

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Page

Reporting Your Results Reporting Your Results 3

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Page

Significance vs Truth Significance vs Truth 4

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Page

Type I Errors Type I Errors 5

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Page

Type II Errors Type II Errors 6

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Page

Type I and Type II Tradeoffs Type I and Type II Tradeoffs 7

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Context Module Sub Header

Supplemental Materials 8

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External Tool

Results Statements Results Statements 9

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External Tool

Type I and Type II Errors Type I and Type II Errors 10

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Page

Additional Type II Error Info Additional Type II Error Info 11

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Hypothesis Testing with Z Scores

Hypothesis Testing with Z Scores Hypothesis Testing with Z Scores

Attachment

K300 Hypothesis Testing With Z Scores Notes.pdf K300 Hypothesis Testing With Z Scores Notes.pdf 1

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Page

Z Score Review Z Score Review 2

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Page

Hypothesis Testing with Z Scores Hypothesis Testing with Z Scores 3

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Page

Simplifying Z Score Hypothesis Testing Simplifying Z Score Hypothesis Testing 4

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Page

From Individuals to Groups From Individuals to Groups 5

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Page

The Standard Error The Standard Error 6

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Page

Hypothesis Testing with Samples Hypothesis Testing with Samples 7

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Context Module Sub Header

Supplemental Materials 8

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Page

Working With Z Scores in Excel Working With Z Scores in Excel 9

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External Tool

Hypothesis Testing with Z Scores Hypothesis Testing with Z Scores 10

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External Tool

Hypothesis Testing with Z Scores 2 Hypothesis Testing with Z Scores 2 11

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External Tool

Standard Error Standard Error 12

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External Tool

Z Scores From Samples Z Scores From Samples 13

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External Tool

Z Score Sample Hypothesis Testing Z Score Sample Hypothesis Testing 14

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete

Consumer and Medical Statistics

Consumer and Medical Statistics Consumer and Medical Statistics

Attachment

K300 Consumer Statistics Notes.pdf K300 Consumer Statistics Notes.pdf 1

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Page

Misleading Samples Misleading Samples 2

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Page

Misleading Charts and Graphs Misleading Charts and Graphs 3

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Page

Why Distributions' Shapes Matter Why Distributions' Shapes Matter 4

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Page

Comparison Groups Comparison Groups 5

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Page

Base Rates Base Rates 6

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Page

Relative vs Absolute Statistics Relative vs Absolute Statistics 7

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Cherry Picking Cherry Picking 8

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Context Module Sub Header

Supplemental Materials 9

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Page

Additional Misleading Chart Info Additional Misleading Chart Info 10

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Experimental Designs

Experimental Designs Experimental Designs

Attachment

K300 Experimental Designs Part I Notes.pdf K300 Experimental Designs Part I Notes.pdf 1

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Attachment

K300 Experimental Designs Part II Notes.pdf K300 Experimental Designs Part II Notes.pdf 2

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Page

A Problem with Z Score Tests A Problem with Z Score Tests 3

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Page

Experimental Designs Experimental Designs 4

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Page

The Test Statistic The Test Statistic 5

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Page

Population Variability Matters Population Variability Matters 6

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Sources of Variability Sources of Variability 7

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The Within-Participants Test Statistic The Within-Participants Test Statistic 8

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The Between-Participants Null Model The Between-Participants Null Model 9

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Building the Between-Participants Null Distribution Building the Between-Participants Null Distribution 10

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Page

The Between-Participants Null Distribution and p Values The Between-Participants Null Distribution and p Values 11

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Page

The Within-Participants Null Model The Within-Participants Null Model 12

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Page

Building the Within-Participants Null Distribution Building the Within-Participants Null Distribution 13

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Page

Sources of Variability Revisited Sources of Variability Revisited 14

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Context Module Sub Header

Supplemental Materials 15

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External Url

Within vs. Between Practice Within vs. Between Practice 16

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External Url

The Between-Particpants Null Distribution The Between-Particpants Null Distribution 18

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External Url

The Within-Participants Null Distribution The Within-Participants Null Distribution 19

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t Tests

t Tests t Tests

Attachment

K300 Introducing t Tests Notes.pdf K300 Introducing t Tests Notes.pdf 1

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Page

Parametric Statistics Parametric Statistics 2

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A Generic Test Statistic A Generic Test Statistic 3

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The t Statistic The t Statistic 4

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Why You Should Love the t Test Why You Should Love the t Test 5

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Estimating Population Variability Estimating Population Variability 6

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Performing a t Test Performing a t Test 7

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Reporting t Test Results Reporting t Test Results 8

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Context Module Sub Header

Supplemental Materials 9

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t Test Mathematical Details t Test Mathematical Details 10

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Page

Degrees of Freedom Degrees of Freedom 11

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Page

The t Distribution The t Distribution 12

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Page

Performing t Tests in JASP Performing t Tests in JASP 13

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Page

Performing t Tests in Excel Performing t Tests in Excel 14

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External Url

Practice Picking the Correct Analysis Practice Picking the Correct Analysis 15

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External Url

Practice Interpreting t Test Results Practice Interpreting t Test Results 16

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Problems with Statistical Significance

Problems with Statistical Significance Problems with Statistical Significance

Attachment

K300 Problems with Statistical Significance Notes.pdf K300 Problems with Statistical Significance Notes.pdf 1

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Page

Statistics Are Just Tools Statistics Are Just Tools 2

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Page

Significance Isn't Everything Significance Isn't Everything 3

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Page

Significance Isn't Everything...Again Significance Isn't Everything...Again 4

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Page

The Problem of Multiple Tests The Problem of Multiple Tests 5

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Page

p Hacking p Hacking 6

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Context Module Sub Header

Supplemental Materials 7

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Explore Power Analysis Explore Power Analysis 8

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Page

Explore The File Drawer Effect Explore The File Drawer Effect 9

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Page

Explore p Hacking Explore p Hacking 10

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Effect Sizes and Confidence Intervals

Effect Sizes and Confidence Intervals Effect Sizes and Confidence Intervals

Attachment

K300 Effect Size and Confidence Intervals Notes.pdf K300 Effect Size and Confidence Intervals Notes.pdf 1

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Page

Effect Size Effect Size 2

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Page

Interpreting Effect Sizes Interpreting Effect Sizes 3

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Page

Confidence Intervals Confidence Intervals 4

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Interpreting Confidence Intervals Interpreting Confidence Intervals 5

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Context Module Sub Header

Supplemental Materials 6

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Page

Review p Values and Sample Sizes Review p Values and Sample Sizes 7

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External Url

Effect Size Practice Effect Size Practice 9

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Page

Explore Confidence Intervals Explore Confidence Intervals 10

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External Url

Confidence Interval Practice Confidence Interval Practice 12

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ANOVAs

ANOVAs ANOVAs

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K300 ANOVAs Notes Part 1.pdf K300 ANOVAs Notes Part 1.pdf 1

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K300 ANOVAs Notes Part 2.pdf K300 ANOVAs Notes Part 2.pdf 2

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Experimental Designs Review Experimental Designs Review 3

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A Limitation of t Tests: Differences A Limitation of t Tests: Differences 4

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Analysis of Variance Analysis of Variance 5

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Variance Between vs. Variance Within Variance Between vs. Variance Within 6

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The F-Ratio The F-Ratio 7

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The Null Distribution for F Statistics The Null Distribution for F Statistics 8

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Rejecting the Null Hypothesis in ANOVAs Rejecting the Null Hypothesis in ANOVAs 9

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Finding the Difference Finding the Difference 10

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Reporting ANOVA Results Reporting ANOVA Results 11

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Effect Sizes and CIs for ANOVAs Effect Sizes and CIs for ANOVAs 12

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Context Module Sub Header

Supplemental Materials 13

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External Url

Practice Between and Within Group Variance Practice Between and Within Group Variance 14

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Practice Between and Within Group Variance 2 Practice Between and Within Group Variance 2 15

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Explore the F Distribution Explore the F Distribution 16

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Performing ANOAVs in Excel Performing ANOAVs in Excel 17

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Performing ANOAVs in JASP Performing ANOAVs in JASP 18

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Post-Hoc Tests Post-Hoc Tests 19

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Percentage of Variance Accounted for (eta-squared) for ANOVAs in JASP Percentage of Variance Accounted for (eta-squared) for ANOVAs in JASP 20

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Meta-Analysis and Replication

Meta-Analysis and Replication Meta-Analysis and Replication

Attachment

K300 Meta-Analysis and Pre-Registration Notes.pdf K300 Meta-Analysis and Pre-Registration Notes.pdf 1

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Performing NHST Correctly Performing NHST Correctly 2

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Meta-Analysis Meta-Analysis 3

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Preregistration Preregistration 4

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Other Statistical Approaches Other Statistical Approaches 5

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Context Module Sub Header

Supplemental Materials 6

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Explore p Hacking Explore p Hacking 7

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Explore HARKing Explore HARKing 8

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Explore Preregistration Explore Preregistration 9

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Correlations

Correlations Correlations

Attachment

K300 Correlation Notes.pdf K300 Correlation Notes.pdf 1

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Introducing Correlations Introducing Correlations 2

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The Pros and Cons of Correlations The Pros and Cons of Correlations 3

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Three Causal Relationships Three Causal Relationships 4

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The Correlation Coefficient The Correlation Coefficient 5

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Estimating Correlational Strength Estimating Correlational Strength 6

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Hypothesis Testing With Correlations Hypothesis Testing With Correlations 7

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Reporting Correlational Results Reporting Correlational Results 8

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Correlation Effect Sizes and Confidence Intervals Correlation Effect Sizes and Confidence Intervals 9

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Context Module Sub Header

Supplemental Materials 10

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External Url

Practice Correlation Strength and Direction Practice Correlation Strength and Direction 11

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Practice with the Three Causal Relationships Practice with the Three Causal Relationships 12

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Practice Estimating Correlation Coefficients Practice Estimating Correlation Coefficients 13

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Calculating Correlations in Excel Calculating Correlations in Excel 14

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Calculating Correlations in JASP Calculating Correlations in JASP 15

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Explore the Correlation Formula Explore the Correlation Formula 16

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Practice Estimating Correlational Strength Practice Estimating Correlational Strength 17

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Hypothesis Testing With Correlations in Excel Hypothesis Testing With Correlations in Excel 18

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Hypothesis Testing With Correlations in JASP Hypothesis Testing With Correlations in JASP 19

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Linear Regression

Linear Regression Linear Regression

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K300 Linear Regression Notes.pdf K300 Linear Regression Notes.pdf 1

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Linear Regression Linear Regression 2

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Linear Prediction Linear Prediction 3

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Finding the Best Fit Finding the Best Fit 4

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Hypothesis Testing for Linear Regression Hypothesis Testing for Linear Regression 5

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Context Module Sub Header

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External Url

Practice with Regression Lines Practice with Regression Lines 7

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Explore the Regression Line Equation Explore the Regression Line Equation 8

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Bayesian Analysis

Bayesian Analysis Bayesian Analysis

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K300 Bayesian Approaches Notes.pdf K300 Bayesian Approaches Notes.pdf 1

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Introducing Bayesian Updating Introducing Bayesian Updating 2

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Probability Notations and Bayesian Updating Probability Notations and Bayesian Updating 3

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Formalizing Bayes Theorem Formalizing Bayes Theorem 4

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Bayesian Basics Review Bayesian Basics Review 5

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Expanding the Scope of Bayesian Updating Expanding the Scope of Bayesian Updating 6

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The Power of Priors The Power of Priors 7

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Why Bayesian? Why Bayesian? 8

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Supplemental Materials 9

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External Url

Bayesian Updating Practice Bayesian Updating Practice 10

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Explore Bayesian Methods Explore Bayesian Methods 11

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QuickChecks

QuickChecks QuickChecks

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Levels of Measurement 1

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Continuous vs. Discrete Variables Continuous vs. Discrete Variables 2

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Nominal, Ordinal, and Scale Variables Nominal, Ordinal, and Scale Variables 3

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Experimental Terminology Experimental Terminology 4

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Context Module Sub Header

Histograms 5

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Working with Bins Working with Bins 6

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Shapes of Distributions Shapes of Distributions 7

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Central Tendency 8

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External Tool

Estimating Central Tendencies Estimating Central Tendencies 9

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Picking a Measure of Central Tendency Picking a Measure of Central Tendency 10

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Variance 11

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Estimating the Standard Deviation Estimating the Standard Deviation 12

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Context Module Sub Header

Z Scores 13

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Calculating and Interpreting Z Scores Calculating and Interpreting Z Scores 14

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Hypothesis Testing with Z Scores Hypothesis Testing with Z Scores 15

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Hypothesis Testing with Z Scores 2 Hypothesis Testing with Z Scores 2 16

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Standard Error Standard Error 17

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Z Scores From Samples Z Scores From Samples 18

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Z Score Sample Hypothesis Testing Z Score Sample Hypothesis Testing 19

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Context Module Sub Header

The Coin Flipping Applet 20

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Coin-Flipping Intro Coin-Flipping Intro 21

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The Null Model 22

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Research and Null Hypothesis Practice Research and Null Hypothesis Practice 23

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Context Module Sub Header

p Values 24

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Interpreting p Values Interpreting p Values 25

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Statistical Significance 26

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Results Statements Results Statements 27

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Type I and Type II Errors Type I and Type II Errors 28

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Experimental Design 29

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Within vs. Between Within vs. Between 30

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The Between-Participants Null Distribution The Between-Participants Null Distribution 31

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The Within-Participants Null Distribution The Within-Participants Null Distribution 32

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Picking the Correct Analysis Picking the Correct Analysis 33

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Context Module Sub Header

t Tests 34

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Interpreting t Test Results Interpreting t Test Results 35

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Effect Size and Confidence Intervals 36

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Effect Size Practice Effect Size Practice 37

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Confidence Interval Practice Confidence Interval Practice 38

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ANOVAs 39

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Between and Within Group Variance Between and Within Group Variance 40

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Between and Within Group Variance 2 Between and Within Group Variance 2 41

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Correlations 42

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Corrlation Strength and Direction Corrlation Strength and Direction 43

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Estimating Correlation Coefficients Estimating Correlation Coefficients 44

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Linear Regression 46

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Bayesian Analysis 48

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Bayesian Updating Bayesian Updating 49

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Excel Videos

Excel Videos Excel Videos

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Working with Cells and Ranges in Excel Working with Cells and Ranges in Excel 2

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Simple Calculations and Formlas in Excel Simple Calculations and Formlas in Excel 3

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Histograms in Excel Histograms in Excel 4

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Charts and Graphs in Excel Charts and Graphs in Excel 5

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Descriptive Statistics in Excel Descriptive Statistics in Excel 6

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Calculating the Variance in Excel Calculating the Variance in Excel 7

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Calculating the Standard Deviation in Excel Calculating the Standard Deviation in Excel 8

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Working With Z Scores in Excel Working With Z Scores in Excel 9

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Performing t Tests in Excel Performing t Tests in Excel 10

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Performing ANOAVs in Excel Performing ANOAVs in Excel 11

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Calculating Correlations in Excel Calculating Correlations in Excel 12

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Hypothesis Testing With Correlations in Excel Hypothesis Testing With Correlations in Excel 13

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JASP Videos

JASP Videos JASP Videos

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Introducing JASP Introducing JASP 1

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JASP Data Files and Data Types JASP Data Files and Data Types 2

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Descriptive Statistics and Plots in JASP Descriptive Statistics and Plots in JASP 3

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Measures of Variability in JASP Measures of Variability in JASP 4

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Performing t Tests in JASP Performing t Tests in JASP 5

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Performing ANOAVs in JASP Performing ANOAVs in JASP 8

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Percentage of Variance Accounted for (eta-squared) for ANOVAs in JASP Percentage of Variance Accounted for (eta-squared) for ANOVAs in JASP 9

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Calculating Correlations in JASP Calculating Correlations in JASP 10

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Hypothesis Testing With Correlations in JASP Hypothesis Testing With Correlations in JASP 11

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The Interquartile Range The Interquartile Range 1

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Extra Variability and Standard Deviation Calculation Practice Extra Variability and Standard Deviation Calculation Practice 2

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Extra Z Score Practice Extra Z Score Practice 3

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Extra Z Score Percentage Practice Extra Z Score Percentage Practice 4

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Extra Practice with the Coin-Flipping Applet Extra Practice with the Coin-Flipping Applet 5

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Extra Practice with the Matching Applet Extra Practice with the Matching Applet 6

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Intro Extra Practice Intro Extra Practice 7

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Explore a New Topic Explore a New Topic 8

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Intro Extra Practice Intro Extra Practice 1

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Explore a New Topic Explore a New Topic 2

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Course Modules

Introduction

Levels of Measurement: Classifying Variables

Supplemental Material 7

Histograms

Supplemental Materials 6

Measures of Central Tendency

Supplemental Materials 8

Variability and the Standard Deviation

Suplemental Material 8

Normal Distributions

Supplemental Materials 5

Z Scores

Supplemental Materials 6

Models and Model Evaluation

Supplemental Materials 12

The Null Model

Supplemental Materials 9

p Values

Supplemental Materials 5

Understanding Statistical Significance

Supplemental Materials 8

Hypothesis Testing with Z Scores

Supplemental Materials 8

Consumer and Medical Statistics

Supplemental Materials 9

Experimental Designs

Supplemental Materials 15

t Tests

Supplemental Materials 9

Problems with Statistical Significance

Supplemental Materials 7

Effect Sizes and Confidence Intervals

Supplemental Materials 6

ANOVAs

Supplemental Materials 13

Meta-Analysis and Replication

Supplemental Materials 6

Correlations

Supplemental Materials 10

Linear Regression

Supplemental Materials 6

Bayesian Analysis

Supplemental Materials 9

QuickChecks

Levels of Measurement 1

Histograms 5

Central Tendency 8

Variance 11

Z Scores 13

The Coin Flipping Applet 20

The Null Model 22

p Values 24

Statistical Significance 26

Experimental Design 29

t Tests 34

Effect Size and Confidence Intervals 36

ANOVAs 39

Correlations 42

Linear Regression 46

Bayesian Analysis 48

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