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Introduction to Applied Statistics for Psychology Students

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Introduction to Applied Statistics for Psychology Students

Applied StatisticsStatistics
Author
Gordon E. Sarty
Publisher
University of Saskatchewan
Source
LibreTexts
License
CC BY-NC-SA
Language
EN
Category
Basic Sciences
Read online Download PDF (open licence)
Contents· 92 sections
  1. 01: Background and Motivation
  2. 1.01: Overview
  3. 1.02: Basic Definitions
  4. 1.03: Summation Convention
  5. 02: Descriptive Statistics - Frequency Data (Counting)
  6. 2.01: Frequency Tables
  7. 2.02: Plotting Frequency Data
  8. 2.03: SPSS Lesson 1- Getting Started with SPSS
  9. 03: Descriptive Statistics- Central Tendency and Dispersion
  10. 3.01: Central Tendency- Mean Median Mode
  11. 3.02: Dispersion- Variance and Standard Deviation
  12. 3.03: z-score z-transformation
  13. 3.04: SPSS Lesson 2- Combining variables and recoding
  14. 04: Probability and the Binomial Distributions
  15. 4.01: Probability
  16. 4.02: Binomial Distribution
  17. 4.03: SPSS Lesson 3- Combining variables - advanced
  18. 05: The Normal Distributions
  19. 5.01: Discrete versus Continuous Distributions
  20. 5.02: The Normal Distribution as a Limit of Binomial Distributions
  21. 5.03: Normal Distribution
  22. 06: Percentiles and Quartiles
  23. 6.01: Discrete Data Percentiles and Quartiles
  24. 6.02: Finding Outliers Using Quartiles
  25. 6.03: Box Plots
  26. 6.04: Robust Statistics
  27. 6.05: SPSS Lesson 4- Percentiles
  28. 07: The Central Limit Theorem
  29. 7.01: Using the Normal Distribution to Approximate the Binomial Distribution
  30. 7.02: The Central Limit Theorem
  31. 08: Confidence Intervals
  32. 8.01: Confidence Intervals Using the z-Distribution
  33. 8.02: Bayesian Statistics
  34. 8.03: The t-Distributions
  35. 8.04: Proportions and Confidence Intervals for Proportions
  36. 8.05: Chi Squared Distribution
  37. 09: Hypothesis Testing
  38. 9.01: Hypothesis Testing Problem Solving Steps
  39. 9.02: z-Test for a Mean
  40. 9.03: t-Test for Means
  41. 9.04: z-Test for Proportions
  42. 9.05: Chi Squared Test for Variance or Standard Deviation
  43. 9.06: SPSS Lesson 5- Single Sample t-Test
  44. 10: Comparing Two Population Means
  45. 10.01: Unpaired z-Test
  46. 10.02: Confidence Interval for Difference of Means (Large Samples)
  47. 10.03: Difference between Two Variances - the F Distributions
  48. 10.04: Unpaired or Independent Sample t-Test
  49. 10.05: Confidence Intervals for the Difference of Two Means
  50. 10.06: SPSS Lesson 6- Independent Sample t-Test
  51. 10.07: Paired t-Test
  52. 10.08: Confidence Intervals for Paired t-Tests
  53. 10.09: SPSS Lesson 7- Paired Sample t-Test
  54. 11: Comparing Proportions
  55. 11.01: z-Test for Comparing Proportions
  56. 11.02: Confidence Interval for the Difference between Two Proportions
  57. 12: ANOVA
  58. 12.01: One-way ANOVA
  59. 12.02: Post hoc Comparisons
  60. 12.03: SPSS Lesson 8- One-way ANOVA
  61. 12.04: Two-way ANOVA
  62. 12.05: SPSS Lesson 9- Two-way ANOVA
  63. 12.06: Higher Factorial ANOVA
  64. 12.07: Between and Within Factors
  65. 12.08: Contrasts
  66. 13: Power
  67. 13.01: Power
  68. 14: Correlation and Regression
  69. 14.01: Scatter Plots
  70. 14.02: Correlation
  71. 14.03: SPSS Lesson 10- Scatterplots and Correlation
  72. 14.04: Linear Regression
  73. 14.05: r and the Standard Error of the Estimate of y
  74. 14.06: Confidence Interval for y at a Given x
  75. 14.07: SPSS Lesson 11- Linear Regression
  76. 14.08: Multiple Regression
  77. 14.09: SPSS Lesson 12- Multiple Regression
  78. 15: Chi Squared- Goodness of Fit and Contingency Tables
  79. 15.01: Goodness of Fit
  80. 16: Non-parametric Tests
  81. 16.01: New Page
  82. 16.02: New Page
  83. 16.03: New Page
  84. 16.04: New Page
  85. 16.05: New Page
  86. 16.06: New Page
  87. 16.07: New Page
  88. 16.08: New Page
  89. 16.09: New Page
  90. 17: Overview of the General Linear Model
  91. 17.01: New Page
  92. 17.02: New Page