Statistics

Course Info

Table of Contents

Chapter 1 – GETTING STARTED

  • 1.1  What Is Statistics?
  • 1.2  Random Samples
  • 1.3  Introduction to Experimental Design

Chapter 2 – ORGANIZING DATA

  • 2.1  Frequency Distributions, Histograms, and Related Topics
  • 2.2  Bar Graphs, Circle Graphs, and Time-Series Graphs
  • 2.3  Stem-and-Leaf Displays

Chapter 3 – FRACTIONS

  • 3.1  Measures of Central Tendency: Mode, Median, and Mean
  • 3.2  Measures of Variation
  • 3.3  Percentiles and Box-and-Whisker Plots

Chapter 4 – CORRELATION AND REGRESSION

  • 4.1  Scatter Diagrams and Linear Correlation
  • 4.2  Linear Regression and the Coefficient of Determination

Chapter 5 – ELEMENTARY PROBABILITY THEORY

  • 5.1  What Is Probability
  • 5.2  Some Probability Rules – Compound Events
  • 5.3  Tree Diagrams and Counting Techniques

Chapter 6 – THE BINOMIAL PROBABILITY DISTRIBUTION AND RELATED TOPICS

  • 6.1  Introduction to Random Variables and Probability Distributions
  • 6.2  Binomial Probabilities
  • 6.3  Additional Properties of the Binomial Distribution

 

Chapter 7 – NORMAL CURVES AND SAMPLING DISTRIBUTIONS

  • 7.1  Graphs of Normal Probability Distributions
  • 7.2  Standard Units and Areas Under the Standard Normal Distribution
  • 7.3  Areas Under Any Normal Curve
  • 7.4  Sampling Distributions
  • 7.5  The Central Limit Theorem
  • 7.6  Normal Approximations to the Binomial Distribution

Chapter 8 – ESTIMATION

  • 8.1  Estimating μ When σ Is Known
  • 8.2  Estimating μ When σ Is Unknown
  • 8.3  Estimating p in the Binomial Distribution

Chapter 9 – HYPOTHESIS TESTING

  • 9.1  Introduction to Statistical Tests
  • 9.2  Testing the Mean μ
  • 9.3  Testing a Proportion p

Chapter 10 – INFERENCES ABOUT DIFFERENCES

  • 10.1  Tests Involving Paired Differences (Dependent Samples)
  • 10.2  Inferences About the Difference of Two Means μ1 – μ2
  • 10.3  Inferences About the Difference of Two Proportions p1 – p2

Chapter 11 – ADDITIONAL TOPICS USING INFERENCE

  • 11.1  Chi-Square: Tests of Independence and of Homogeneity
  • 11.2  Chi-Square: Goodness of Fit
  • 11.3  Testing a Single Variance or Standard Deviation
  • 11.4  Inferences for Correlation and Regression

 

Course Access Options

  • Select options
    From: $19.95 / month with 1 day free trial
  • Add to shopping bag
    $50.00