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Fundamentals of Educational Statistics
Fundamentals of Educational Statistics
Migration
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https://livetutorians.co.ke/local/publiccourse/course.php?id=1809
What you will learn
Overview
67 Lectures
0
Introductory lesson
Understanding Statistics
Course Outline
Types of Data presentation
Types of data presentation1
Types of data presentation2
Types of data presentation3
Measures of Central Tendency
Introduction to central tendency
Measures of central tendency
Determining central tendency in grouped data
Gouped frequency distributions
Measures of Variability
Measures of variability1
Measures of variability
Probability and normal curve
Probability
Elementary statistics on probability and normal curve
Probability tables
Z scores
T scores
Skewness
Inferential statistics and hypothesis testing
Normal probability distribution
Hypothesis testing
Self evaluation
Measures of relationships (Pearson Product Moment Correlation Coefficient)
Pearson correlation coefficient1
Pearson product moment correlation
Steps in Pearson correlation
Hand calculation-Pearson
Steps and interpreting pearson
Pearson-worked examples
Measures of relationships (Spearman Rank Order Correlation)
Spearman 1
Spearman Rank order
Spearman-worked examples
Chi-square test
Chi-square
Calculating chi-square
Chi-square critical values table
Chi-square critical values
Chi-square
Chi-square table
Steps in chi-square
Chi-square (self evaluation)
Comparing means
Comparing means
Comparing means-Self evaluation
Comparing means2
Paired vs independent samples
Independent samples explained
T-test for independent samples
Paired samples-hand calculation
Critical values-t test
Analysis of variance (ANOVA) and F-test
Anova slides
ANOVA
Anova
One way anova calculation
One way anova hand calculation1
One way anova hand calculation2
Two way anova slides
Two way anova2
Two way anova 3
Two way anova 3
Two way anova 4
F distribution tables 1
F distribution tables 2
Anova slides3
ANOVA self evaluation
Prediction (Simple linear regression analysis)
Regression
Regression interpretation
Simple linear regression
Simple linear regression-self evaluation
Choosing a statistical test
Selecting an appropriate statistical test
When to use what
selection of statistical test
Course Details
Duration
0
Lectures
67
Students
0
Language
English
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