Stats Class

STA210U Dev Page

This is the main hub for STA210U content that I am converting to zero cost.
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Unit Overview

  1. Introduction and Data Collection
    1. Introduction To Statistics
    2. Sampling
    3. Conducting A Study
  2. Descriptive Statistics
    1. Graphs and Variables for Univariate Data
    2. Numerical Descriptions for Univariate Data
    3. Bivariate Data
    4. Linear Correlation and Regression
  3. Probability
    1. Probability Basics
    2. Dichotomous Tests and Discrete Probability Distributions
      1. Dichotomous Tests
      2. Valid Discrete Probability Distributions
      3. Mean of a Discrete Probability Distribution (Expected Value)
      4. Standard Deviation of a Discrete Probability Distribution
    3. Continuous Probability Distributions
      1. Density Curves
      2. Normal distribution
      3. Finding Probability for a Normal Distribution
  4. Inferential Statistics
    1. Sampling Distributions
      1. Unbiased Estimator with a Small Amount of Error
      2. Sampling Distribution of \(\bar{x}\)
      3. Sampling Distribution of \(\hat{p}\)
    2. Confidence Intervals
      1. General Confidence Interval Setup
      2. Intervals for \(\bar{x}\)
      3. Intervals for \(\hat{p}\)
    3. Hypothesis Testing
      1. General Hypothesis Test Setup
      2. Hypothesis Testing for \(\bar{x}\)
      3. Hypothesis Testing for \(\hat{p}\)

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