Phu Xuan University Library
|
PXU E-LIB
Sign in
Mostly Harmless Statistics

External

Mostly Harmless Statistics

This text is for an introductory level probability and statistics course with an intermediate algebra prerequisite. The focus of the text follows the American Statistical Association’s Guidelines for Assessment and Instruction in Statistics Education (GAISE).

Introductory StatisticsStatistics
Author
Rachel L. Webb
Publisher
Portland State University
Source
LibreTexts
License
CC BY-SA
Language
EN
Category
Basic Sciences
Read online Download PDF (open licence)
Contents· 101 sections
  1. 01: Introduction to Data
  2. 1.01: Introduction
  3. 1.02: Samples vs. Populations
  4. 1.03: Collecting Data and Sampling Techniques
  5. 1.04: Chapter 1 Exercises
  6. 02: Organizing Data
  7. 2.01: Introduction
  8. 2.02: Tabular Displays
  9. 2.03: Graphical Displays
  10. 2.04: Chapter 2 Exercises
  11. 03: Descriptive Statistics
  12. 3.01: Measures of Center
  13. 3.02: Measures of Spread
  14. 3.03: Measures of Placement
  15. 3.04: Chapter 3 Formulas
  16. 3.05: Chapter 3 Exercises
  17. 04: Probability
  18. 4.01: Introduction
  19. 4.02: Three Types of Probability
  20. 4.03: Complement Rule
  21. 4.04: Union and Intersection
  22. 4.05: Independent Events
  23. 4.06: Conditional Probability
  24. 4.07: Counting Rules
  25. 4.08: Chapter 4 Formulas
  26. 4.09: Chapter 4 Exercises
  27. 05: Discrete Probability Distributions
  28. 5.01: Introduction
  29. 5.02: Discrete Probability Distributions
  30. 5.03: Geometric Distributions
  31. 5.04: Binomial Distribution
  32. 5.05: Hypergeometric Distribution
  33. 5.06: Poisson Distribution
  34. 5.07: Chapter 5 Exercises
  35. 5.08: Chapter 5 Formulas
  36. 06: Continuous Probability Distributions
  37. 6.01: Introductions
  38. 6.02: Uniform Distribution
  39. 6.03: Exponential Distribution
  40. 6.04: Normal Distribution
  41. 6.05: The Central Limit Theorem
  42. 6.06: Chapter 6 Exercises
  43. 6.07: Chapter 6 Formulas
  44. 07: Confidence Intervals for One Population
  45. 7.01: Introduction
  46. 7.02: Confidence Interval for a Proportion
  47. 7.03: Sample Size Calculation for a Proportion
  48. 7.04: Z-Interval for a Mean
  49. 7.05: Interpreting a Confidence Interval
  50. 7.06: Sample Size for a Mean
  51. 7.07: t-Interval for a Mean
  52. 7.08: Chapter 7 Exercises
  53. 7.09: Chapter 7 Formulas
  54. 08: Hypothesis Tests for One Population
  55. 8.01: Introduction
  56. 8.02: Type I and II Errors
  57. 8.03: Hypothesis Test for One Mean
  58. 8.04: Hypothesis Test for One Proportion
  59. 8.05: Chapter 8 Exercises
  60. 8.06: Chapter 8 Formulas
  61. 09: Hypothesis Tests and Confidence Intervals for Two Populations
  62. 9.01: Two Sample Mean T-Test for Dependent Groups
  63. 9.02: Two Independent Groups
  64. 9.03: Two Proportion Z-Test and Confidence Interval
  65. 9.04: Two Variance or Standard Deviation F-Test
  66. 9.05: Chapter 9 Exercises
  67. 9.06: Chapter 9 Formulas
  68. 10: Chi-Square Tests
  69. 10.01: Chi-Square Distribution
  70. 10.02: Goodness of Fit Test
  71. 10.03: Test for Independence
  72. 10.04: Chapter 10 Formulas
  73. 10.05: Chapter 10 Exercises
  74. 11: Analysis of Variance
  75. 11.01: One-Way ANOVA
  76. 11.02: Pairwise Comparisons of Means (Post-Hoc Tests)
  77. 11.03: Two-Way ANOVA (Factorial Design)
  78. 11.04: Chapter 11 Formulas
  79. 11.05: Chapter 11 Exercises
  80. 12: Correlation and Regression
  81. 12.01: Correlation
  82. 12.1.01: Scatterplots
  83. 12.1.02: Hypothesis Test for a Correlation
  84. 12.02: Simple Linear Regression
  85. 12.2.01: Hypothesis Test for Linear Regression
  86. 12.2.02: Residuals
  87. 12.2.03: Coefficient of Determination
  88. 12.2.04: Prediction
  89. 12.2.05: Outliers
  90. 12.2.06: Conclusion - Simple Linear Regression
  91. 12.03: Multiple Linear Regression
  92. 12.04: Chapter 12 Formulas
  93. 12.05: Chapter 12 Exercises
  94. 13: Nonparametric Tests
  95. 13.01: Advantages and Disadvantages of Nonparametric Methods
  96. 13.02: Sign Test
  97. 13.03: Ranking Data
  98. 13.04: Wilcoxon Signed-Rank Test
  99. 13.05: Mann-Whitney U Test
  100. 13.06: Chapter 13 Formulas
  101. 13.07: Chapter 13 Exercises