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Foundations of Inference

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Foundations of Inference

Statistics inference allows you to draw conclusions about a population with a limited amount of data.

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Description

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Features

This course includes

Duration

4 hours
Video Content
4 hours
Level
Intermediate
Instruction Type
Self Paced
Delivery Method
Online
Available on
Mobile, Desktop, Laptop
Accessibility
Limited Access
Language
English
Subtitles
English

Skills

BootstrapStatistical InferenceStatistical Hypothesis TestingData Analysis

Learning Goals

In this chapter, you will investigate how repeated samples taken from a population can vary. It is the variability in samples that allow you to make claims about the population of interest
In this chapter, however, the focus will be on different errors (type I and type II), how they are made, when one is worse than another, and how things like sample size and effect size impact the error rates
In this chapter, you will gain the tools and knowledge to complete a full hypothesis test

Course Content

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Prerequisites/Requirements

Introduction to Regression in R
Hypothesis Testing in R

Instructors

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Jo Hardin

Professor at Pomona College

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Course Overview

Hands-On Training, Instructor-Moderated Discussions

Post course interactions

Virtual labs

International faculty

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