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Concepts in Statistics

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Concepts in Statistics

Using highly interactive learning design, this Concepts in Statistics course provides students with a strong understanding of fundamental principles that guide the study of statistical inference. This course’s simulations and lab-style synthesis activities invite hands-on exploration of statistical concepts. Students learn to summarize data graphically and numerically; examine relationships among quantitative data; understand the role of probability and probability distributions; link probabilit

Statistics
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Mục lục· 232 mục
  1. 01: Types of Statistical Studies and Producing Data
  2. 1.01: Why It Matters- Types of Statistical Studies and Producing Data
  3. 1.02: Introduction to Types of Statistical Studies
  4. 1.03: Types of Statistical Studies (1 of 4)
  5. 1.04: Types of Statistical Studies (2 of 4)
  6. 1.05: Types of Statistical Studies (3 of 4)
  7. 1.06: Types of Statistical Studies (4 of 4)
  8. 1.07: Introduction to Sampling
  9. 1.08: Sampling (1 of 2)
  10. 1.09: Sampling (2 of 2)
  11. 1.10: Introduction to Conducting Experiments
  12. 1.11: Conducting Experiments (1 of 2)
  13. 1.12: Conducting Experiments (2 of 2)
  14. 1.13: Putting It Together- Types of Statistical Studies and Producing Data
  15. 02: Summarizing Data Graphically and Numerically
  16. 2.01: Why It Matters- Summarizing Data Graphically and Numerically
  17. 2.02: Standard Deviation (1 of 4)
  18. 2.03: Standard Deviation (2 of 4)
  19. 2.04: Standard Deviation (3 of 4)
  20. 2.05: Standard Deviation (4 of 4)
  21. 2.06: Putting It Together- Summarizing Data Graphically and Numerically
  22. 2.07: StatTutor- Drinking Habits of College Students
  23. 2.08: Assignment- Histogram
  24. 2.09: Assignment- Five-Number Summary
  25. 2.10: Assignment- Boxplot
  26. 2.11: Assignment- Standard Deviation
  27. 2.12: Introduction to Categorical vs. Quantitative Data
  28. 2.13: Categorical vs. Quantitative Data
  29. 2.14: Introduction to Dotplots
  30. 2.15: Dotplots (1 of 2)
  31. 2.16: Dotplots (2 of 2)
  32. 2.17: Introduction to Histograms
  33. 2.18: Histograms (1 of 4)
  34. 2.19: Histograms (2 of 4)
  35. 2.20: Histograms (3 of 4)
  36. 2.21: Histograms (4 of 4)
  37. 2.22: Introduction to Measures of Center
  38. 2.23: Mean and Median (1 of 2)
  39. 2.24: Mean and Median (2 of 2)
  40. 2.25: Introduction to Measures of Spread
  41. 2.26: Interquartile Range and Boxplots (1 of 3)
  42. 2.27: Interquartile Range and Boxplots (2 of 3)
  43. 2.28: Interquartile Range and Boxplots (3 of 3)
  44. 2.29: Introduction to Describing a Distribution
  45. 03: Examining Relationships- Quantitative Data
  46. 3.01: Why It Matters- Examining Relationships- Quantitative Data
  47. 3.02: Linear Regression (4 of 4)
  48. 3.03: Introduction to Assessing the Fit of a Line
  49. 3.04: Assessing the Fit of a Line (1 of 4)
  50. 3.05: Assessing the Fit of a Line (2 of 4)
  51. 3.06: Assessing the Fit of a Line (3 of 4)
  52. 3.07: Assessing the Fit of a Line (4 of 4)
  53. 3.08: Putting It Together- Examining Relationships- Quantitative Data
  54. 3.09: StatTutor- Academic Performance
  55. 3.10: Assignment- Scatterplot
  56. 3.11: Assignment- Linear Relationships
  57. 3.12: Introduction to Scatterplots
  58. 3.13: Assignment- Linear Regression
  59. 3.14: Scatterplots (1 of 5)
  60. 3.15: Scatterplots (2 of 5)
  61. 3.16: Scatterplots (3 of 5)
  62. 3.17: Scatterplots (4 of 5)
  63. 3.18: Scatterplots (5 of 5)
  64. 3.19: Introduction to Linear Relationships
  65. 3.20: Linear Relationships (1 of 4)
  66. 3.21: Linear Relationships (2 of 4)
  67. 3.22: Linear Relationships (3 of 4)
  68. 3.23: Linear Relationships (4 of 4)
  69. 3.24: Introduction to Association vs Causation
  70. 3.25: Causation and Lurking Variables (1 of 2)
  71. 3.26: Causation and Lurking Variables (2 of 2)
  72. 3.27: Introduction to Linear Regression
  73. 3.28: Linear Regression (1 of 4)
  74. 3.29: Linear Regression (2 of 4)
  75. 3.30: Linear Regression (3 of 4)
  76. 04: Nonlinear Models
  77. 4.01: Why It Matters- Nonlinear Models
  78. 4.02: Introduction to Exponential Relationships
  79. 4.03: Exponential Relationships (1 of 6)
  80. 4.04: Exponential Relationships (2 of 6)
  81. 4.05: Exponential Relationships (3 of 6)
  82. 4.06: Exponential Relationships (4 of 6)
  83. 4.07: Exponential Relationships (5 of 6)
  84. 4.08: Exponential Relationships (6 of 6)
  85. 4.09: Putting It Together- Nonlinear Models
  86. 05: Relationships in Categorical Data with Intro to Probability
  87. 5.01: Why It Matters- Relationships in Categorical Data with Intro to Probability
  88. 5.02: Introduction to Two-Way Tables
  89. 5.03: Two-Way Tables (1 of 5)
  90. 5.04: Two-Way Tables (2 of 5)
  91. 5.05: Two-Way Tables (3 of 5)
  92. 5.06: Two-Way Tables (4 of 5)
  93. 5.07: Two-Way Tables (5 of 5)
  94. 5.08: Putting It Together- Relationships in Categorical Data with Intro to Probability
  95. 5.09: StatTutor- Treating Depression- A Randomized Clinical Trial
  96. 06: Probability and Probability Distributions
  97. 6.01: Why It Matters- Probability and Probability Distributions
  98. 6.02: Normal Random Variables (2 of 6)
  99. 6.03: Normal Random Variables (3 of 6)
  100. 6.04: Normal Random Variables (4 of 6)
  101. 6.05: Normal Random Variables (5 of 6)
  102. 6.06: Normal Random Variables (6 of 6)
  103. 6.07: Putting It Together- Probability and Probability Distribution
  104. 6.08: Introduction to Another Look at Probability
  105. 6.09: Another Look at Probability (1 of 2)
  106. 6.10: Another Look at Probability (2 of 2)
  107. 6.11: Introduction to Probability Rules
  108. 6.12: Probability Rules (1 of 3)
  109. 6.13: Probability Rules (2 of 3)
  110. 6.14: Probability Rules (3 of 3)
  111. 6.15: Introduction to Discrete Probability Distribution
  112. 6.16: Discrete Random Variables (1 of 5)
  113. 6.17: Discrete Random Variables (2 of 5)
  114. 6.18: Discrete Random Variables (3 of 5)
  115. 6.19: Discrete Random Variables (4 of 5)
  116. 6.20: Discrete Random Variables (5 of 5)
  117. 6.21: Introduction to Continuous Probability Distribution
  118. 6.22: Continuous Probability Distribution (1 of 2)
  119. 6.23: Continuous Probability Distribution (2 of 2)
  120. 6.24: Introduction to Normal Random Variables
  121. 6.25: Normal Random Variables (1 of 6)
  122. 07: Linking Probability to Statistical Inference
  123. 7.01: Why It Matters- Linking Probability to Statistical Inference
  124. 7.02: Introduction to Distribution of Sample Proportions
  125. 7.03: Parameters vs. Statistics
  126. 7.04: Distribution of Sample Proportions (1 of 6)
  127. 7.05: Distribution of Sample Proportions (2 of 6)
  128. 7.06: Distribution of Sample Proportions (3 of 6)
  129. 7.07: Distribution of Sample Proportions (4 of 6)
  130. 7.08: Distribution of Sample Proportions (5 of 6)
  131. 7.09: Distribution of Sample Proportions (6 of 6)
  132. 7.10: Introduction to Statistical Inference
  133. 7.11: Statistical Inference (1 of 3)
  134. 7.12: Statistical Inference (2 of 3)
  135. 7.13: Statistical Inference (3 of 3)
  136. 7.14: Putting It Together- Linking Probability to Statistical Inference
  137. 08: Inference for One Proportion
  138. 8.01: Why It Matters- Inference for One Proportion
  139. 8.02: Introduction to Estimating a Population Proportion
  140. 8.03: Estimating a Population Proportion (1 of 3)
  141. 8.04: Estimating a Population Proportion (2 of 3)
  142. 8.05: Estimating a Population Proportion (3 of 3)
  143. 8.06: Introduction to Hypothesis Testing
  144. 8.07: Hypothesis Testing (1 of 5)
  145. 8.08: Hypothesis Testing (2 of 5)
  146. 8.09: Hypothesis Testing (3 of 5)
  147. 8.10: Hypothesis Testing (4 of 5)
  148. 8.11: Hypothesis Testing (5 of 5)
  149. 8.12: Introduction to Hypothesis Test for a Population Proportion
  150. 8.13: Hypothesis Test for a Population Proportion (1 of 3)
  151. 8.14: Hypothesis Test for a Population Proportion (2 of 3)
  152. 8.15: Hypothesis Test for a Population Proportion (3 of 3)
  153. 8.16: Putting It Together- Inference for One Proportion
  154. 8.17: StatTutor- Cell Phones
  155. 8.18: Assignment- Hypothesis Testing for the Population Proportion p
  156. 09: Inference for Two Proportions
  157. 9.01: Why It Matters- Inference for Two Proportions
  158. 9.02: Assignment- A Statistical Investigation using Software
  159. 9.03: Introduction to Distribution of Differences in Sample Proportions
  160. 9.04: Distribution of Differences in Sample Proportions (1 of 5)
  161. 9.05: Distribution of Differences in Sample Proportions (2 of 5)
  162. 9.06: Distribution of Differences in Sample Proportions (3 of 5)
  163. 9.07: Distribution of Differences in Sample Proportions (4 of 5)
  164. 9.08: Distribution of Differences in Sample Proportions (5 of 5)
  165. 9.09: Introduction to Estimate the Difference Between Population Proportions
  166. 9.10: Estimate the Difference between Population Proportions (1 of 3)
  167. 9.11: Estimate the Difference between Population Proportions (2 of 3)
  168. 9.12: Estimate the Difference between Population Proportions (3 of 3)
  169. 9.13: Introduction to Hypothesis Test for Difference in Two Population Proportions
  170. 9.14: Hypothesis Test for Difference in Two Population Proportions (1 of 6)
  171. 9.15: Hypothesis Test for Difference in Two Population Proportions (2 of 6)
  172. 9.16: Hypothesis Test for Difference in Two Population Proportions (3 of 6)
  173. 9.17: Hypothesis Test for Difference in Two Population Proportions (4 of 6)
  174. 9.18: Hypothesis Test for Difference in Two Population Proportions (5 of 6)
  175. 9.19: Hypothesis Test for Difference in Two Population Proportions (6 of 6)
  176. 9.20: Putting It Together- Inference for Two Proportions
  177. 10: Inference for Means
  178. 10.01: Why It Matters- Inference for Means
  179. 10.02: Hypothesis Test for a Difference in Two Population Means (2 of 2)
  180. 10.03: Estimating the Difference in Two Population Means
  181. 10.04: Putting It Together- Inference for Means
  182. 10.05: StatTutor- Analyzing Data From a Courses Grade Book
  183. 10.06: Assignment- Distribution of Sample Means
  184. 10.07: Assignment- Connection between Confidence Intervals and Sampling Distributions
  185. 10.08: Assignment- Hypothesis Testing for the Population Mean
  186. 10.09: Assignment- Matched Pairs
  187. 10.10: Assignment- Checking Conditions
  188. 10.11: Assignment- Two Independent Samples
  189. 10.12: Introduction to Distribution of Sample Means
  190. 10.13: Distribution of Sample Means (1 of 4)
  191. 10.14: Distribution of Sample Means (2 of 4)
  192. 10.15: Distribution of Sample Means (3 of 4)
  193. 10.16: Distribution of Sample Means (4 of 4)
  194. 10.17: Introduction to Estimating a Population Mean
  195. 10.18: Estimating a Population Mean (1 of 3)
  196. 10.19: Estimating a Population Mean (2 of 3)
  197. 10.20: Estimating a Population Mean (3 of 3)
  198. 10.21: Introduction to Hypothesis Test for a Population Mean
  199. 10.22: Hypothesis Test for a Population Mean (1 of 5)
  200. 10.23: Hypothesis Test for a Population Mean (2 of 5)
  201. 10.24: Hypothesis Test for a Population Mean (3 of 5)
  202. 10.25: Hypothesis Test for a Population Mean (4 of 5)
  203. 10.26: Hypothesis Test for a Population Mean (5 of 5)
  204. 10.27: Introduction to Inference for a Difference in Two Population Means
  205. 10.28: Inference for a Difference in Two Population Means
  206. 10.29: Hypothesis Test for a Difference in Two Population Means (1 of 2)
  207. 11: Chi-Square Tests
  208. 11.01: Why It Matters- Chi-Square Tests
  209. 11.02: Introduction to Chi-Square Test for One-Way Tables
  210. 11.03: Goodness-of-Fit (1 of 2)
  211. 11.04: Goodness-of-Fit (2 of 2)
  212. 11.05: Introduction to Chi-Square Tests for Two-Way Tables
  213. 11.06: Test of Independence (1 of 3)
  214. 11.07: Test of Independence (2 of 3)
  215. 11.08: Test of Independence (3 of 3)
  216. 11.09: Test of Homogeneity
  217. 11.10: Putting It Together- Chi-Square Tests
  218. 11.11: StatTutor- Risk Factors for Low Birth Weight
  219. 11.12: Assignment- Test of Independence Using Technology
  220. 11.13: Assignment- Using Technology with Data to Run a Hypothesis Test
  221. 12: Appendix
  222. 12.01: Faculty Resources Overview
  223. 12.02: Pacing
  224. 12.03: PDF
  225. 12.04: PowerPoints
  226. 12.05: Assignments
  227. 12.06: Question Banks
  228. 12.07: Additional Resources
  229. 12.08: I Need Help
  230. 12.09: About This Course
  231. 12.10: Course Contents at a Glance
  232. 12.11: Learning Outcomes