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NOC:Introduction to Statistical Hypothesis Testing
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NOC:Introduction to Statistical Hypothesis Testing
by Dr Arun K Tangirala

A Gentle Introduction to Statistical Hypothesis Testing. Data must be interpreted in order to add meaning.The interpretation of a statistical hypothesis test requires a correct understanding of p-values and critical values. Regardless of the significance level, the finding of hypothesis tests may still contain errors...

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About This Course

A Gentle Introduction to Statistical Hypothesis Testing. Data must be interpreted in order to add meaning.The interpretation of a statistical hypothesis test requires a correct understanding of p-values and critical values. Regardless of the significance level, the finding of hypothesis tests may still contain errors...


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Course Curriculum
6 Sections | 19 Lecture | 12h 53min total length
Expand all sections
NOC:Introduction to Statistical Hypothesis Testing

Introduction

| 03h 04min total length
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    Probability and statistics: Review - Part 1

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    R Tutorial 1

    9m <?php echo $alt; ?>
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    Probability and Statistics: Review - Part 2

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    Motivation

    53m <?php echo $alt; ?>
NOC:Introduction to Statistical Hypothesis Testing

Statistics for Hypothesis Testing

| 02h 58min total length
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    Statistics for Hypothesis Testing - Part 1

    1h 74 min <?php echo $alt; ?>
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    Statistics for Hypothesis Testing - Part 2

    39m <?php echo $alt; ?>
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    Statistics for sample mean

    16m <?php echo $alt; ?>
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    Statistics for Variance and Proportion

    48m <?php echo $alt; ?>
NOC:Introduction to Statistical Hypothesis Testing

Hypothesis testing

| 02h 58min total length
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    Type I and Type II errors

    29m <?php echo $alt; ?>
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    p value

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    Hypothesis testing of means

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    Hypothesis testing of variance and proportions

    1h 71 min <?php echo $alt; ?>
NOC:Introduction to Statistical Hypothesis Testing

Confidence intervals and hypothesis testing

| 54min 13sec total length
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    Confidence interval construction

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    Hypothesis testing using confidence interval

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NOC:Introduction to Statistical Hypothesis Testing

Hypothesis tests in linear regression

| 01h 57min total length
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    Hypothesis testing of correlation

    28m <?php echo $alt; ?>
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    Statistic for linear regression

    42m <?php echo $alt; ?>
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    Hypothesis testing in linear regression

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NOC:Introduction to Statistical Hypothesis Testing

Factors affecting hypothesis test

| 01h 00min total length
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    Power of hypothesis test

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    Factors affecting hypothesis test

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show 3 more sections
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