Intro to Inferential Statistics
About this Course
Inferential statistics allows us to draw conclusions from data that might not be immediately obvious. This course focuses on enhancing your ability to develop hypotheses and use common tests such as t-tests, ANOVA tests, and regression to validate your claims.
Intro to Inferential Statistics will teach you how to test your hypotheses and begin to make predictions based on statistical results drawn from data!
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This course will guide you …
Intro to Inferential Statistics
About this Course
Inferential statistics allows us to draw conclusions from data that might not be immediately obvious. This course focuses on enhancing your ability to develop hypotheses and use common tests such as t-tests, ANOVA tests, and regression to validate your claims.
Intro to Inferential Statistics will teach you how to test your hypotheses and begin to make predictions based on statistical results drawn from data!
[
This course will guide you through some of the basic tools of inferential statistics.
This course will cover:
,- estimating parameters of a population using sample statistics
- hypothesis testing and confidence intervals
- t-tests and ANOVA
- correlation and regression
- chi-squared test
]
lesson 1
Estimation
Estimate population parameters from sample statistics using confidence intervals.
Estimate the effect of a treatment.
lesson 2
Hypothesis Testing
How to determine if a treatment has changed the value of a population parameter.
lesson 3
t-tests
How to test the effect of a treatment.
Compare the difference in means for two groups when there are small sample sizes.
lesson 4
ANOVA
Learn how to test whether or not there are differences between three or more groups.
lesson 5
Correlation
Learn how to describe and test the strength of a relationship between two variables.
lesson 6
Regression
How changes in one variable are related to changes in a second variable.
lesson 7
Chi-squared Tests
Learn how to compare and test frequencies for categorical data.
