Course Summary
Published: Nov 21st, 2013
View Lecture Slides with Transcript – Course Summary – All Parts Course Summary Part I (3:26) Slides 74 – 77: Summary Remainder of Course Summary Videos Course Summary Part A (11:06) […]
Exploratory data analysis (or descriptive statistics) is used to summarize the collected data. EDA consists of organizing and summarizing the raw data,
discovering important features and patterns in the data and any striking deviations from those patterns, and then interpreting our findings in the context of the problem.
This can be useful for describing the distribution of a single variable (center, spread, shape, outliers), checking data (for errors or other problems), checking assumptions to more complex statistical analyses, and investigating relationships between variables.
Published: Nov 21st, 2013
View Lecture Slides with Transcript – Course Summary – All Parts Course Summary Part I (3:26) Slides 74 – 77: Summary Remainder of Course Summary Videos Course Summary Part A (11:06) […]
Published: Sep 19th, 2013
View Lecture Slides with Transcript – Unit 3A Introduction Video (5:36) This document is linked from Unit 3A: Probability
Published: Sep 4th, 2013
View Lecture Slides with Transcript Video (8:37) This document is linked from Linear Relationships – Correlation.
Published: Sep 4th, 2013
View Lecture Slides with Transcript Video (5:58) This document is linked from Linear Relationships – Regression.
Published: Sep 4th, 2013
View Lecture Slides with Transcript – Case QQ: Scatterplots Video (7:20) This document is linked from Scatterplots.
Published: Sep 4th, 2013
View Lecture Slides with Transcript – Case Q-Q: Introduction Video (2:30) This document is linked from Case Q-Q.
Published: Sep 4th, 2013
View Lecture Slides with Transcript – Case C-C Video (7:51) Video – Recorded Live (2:43) This short video contains an overview of calculating conditional percentages. The original slides are not […]
Published: Sep 4th, 2013
View Lecture Slides with Transcript – Case C-Q Video (6:34) This document is linked from Case C-Q.
Published: Jul 23rd, 2013
View Lecture Slides with Transcript – Exploratory Data Analysis Introduction Video (4:49) Video – Recorded Live (2:15) This short video contains an overview of exploratory data analysis as well as […]
Published: Jul 20th, 2013
Percentiles Five-Number Summary Standardized Scores (Z-Scores) Measures of Position CO-4: Distinguish among different measurement scales, choose the appropriate descriptive and inferential statistical methods based on these distinctions, and interpret the results. […]