Michael T. Gastner's Quantitative Reasoning

Видео 38
Просмотров 155 404

Introduction to Data Science: Stepwise Regression

12:08

R Tutorial 36: Debugging for-loops

5:54

R Tutorial 35: for-loops

8:16

R Tutorial 34: Vectors with Repeating Elements

2:51

R Tutorial 33: Setting the Seed of the Random Number Generator

5:32

R Tutorial 32: Random Permutations and Random Samples

7:58

Effectiveness of Area-to-Value Legends and Grid Lines in Contiguous Area Cartograms

Talk for IEEE VIS on the 16th of October, 2024.
The content is based on K. L. T. Fung, S. T. Perrault and M. T. Gastner, "Effectiveness of Area-to-Value Legends and Grid Lines in Contiguous Area Cartograms," in IEEE Transactions on Visualization and Computer Graphics, vol. 30, no. 8, pp. 4631-4647, Aug. 2024, doi: 10.1109/TVCG.2023.3275925.

Видео

Introduction to Data Science: Stepwise Regression

12:08

Introduction to Data Science: Stepwise Regression

Просмотров 4482 года назад

Tutorial for Yale-NUS course 'Introduction to Data Science'. Textbook: D. Diez et al. (2019). 'OpenIntro Statistics' (4th ed., OpenIntro). Available at www.openintro.org/book/os/ Analysing George W. Bush's approval ratings: R code: www.michaelgastner.com/intro_to_data_science/bush_approval.R Supplementary data: www.michaelgastner.com/intro_to_data_science/bush_approval.csv Analysing Ebay auctio...

5:54

R Tutorial 36: Debugging for-loops

Просмотров 4,6 тыс.4 года назад

Yale-NUS Quantitative Reasoning 2020. For the code in this video, see transcript at: michaelgastner.com/R_for_QR/ Adjust your RUclips settings to view video with HD quality and closed captions.

8:16

R Tutorial 35: for-loops

Просмотров 1,4 тыс.4 года назад

Yale-NUS Quantitative Reasoning 2020. Derivation of the probabilities of the number of suits in 5 random poker cards: math.stackexchange.com/questions/224974/probability-for-suits-in-5-card-poker-hand. Link to Nicholas Metropolis, "The Beginning of the Monte Carlo Method": library.lanl.gov/cgi-bin/getfile?15-12.pdf. Adjust your RUclips settings to view video with HD quality and closed captions....

R Tutorial 34: Vectors with Repeating Elements

2:51

R Tutorial 34: Vectors with Repeating Elements

Просмотров 9034 года назад

Yale-NUS Quantitative Reasoning 2020. Adjust your RUclips settings to view video with HD quality and closed captions. Transcript available at: michaelgastner.com/R_for_QR/

R Tutorial 33: Setting the Seed of the Random Number Generator

5:32

R Tutorial 33: Setting the Seed of the Random Number Generator

Просмотров 2,3 тыс.4 года назад

Yale-NUS Quantitative Reasoning 2020. Mersenne Twister paper: www.math.sci.hiroshima-u.ac.jp/~m-mat/MT/ARTICLES/mt.pdf. Adjust your RUclips settings to view video with HD quality and closed captions. Transcript available at: michaelgastner.com/R_for_QR/

R Tutorial 32: Random Permutations and Random Samples

7:58

R Tutorial 32: Random Permutations and Random Samples

Просмотров 1,6 тыс.4 года назад

Yale-NUS Quantitative Reasoning 2020. Adjust your RUclips settings to view video with HD quality and closed captions. Transcript available at: michaelgastner.com/R_for_QR/

R Tutorial 31: Making Predictions on the Basis of a Linear Model

5:12

R Tutorial 31: Making Predictions on the Basis of a Linear Model

Просмотров 2 тыс.4 года назад

Yale-NUS Quantitative Reasoning 2020. Download NHANES data from michaelgastner.com/data_for_QR/body_measurements.csv. Adjust your RUclips settings to view video with HD quality and closed captions. Transcript available at: michaelgastner.com/R_for_QR/

R Tutorial 30: Extracting Information about a Linear Model

6:20

R Tutorial 30: Extracting Information about a Linear Model

Просмотров 2 тыс.4 года назад

4:57

R Tutorial 29: Fitting a Linear Model

Просмотров 3,8 тыс.4 года назад

R Tutorial 28: Calculating Correlation Coefficients with R

11:04

R Tutorial 28: Calculating Correlation Coefficients with R

Просмотров 40 тыс.4 года назад

R Tutorial 27: Visual Comparisons of Data with a Normal Model

6:26

R Tutorial 27: Visual Comparisons of Data with a Normal Model

Просмотров 1,3 тыс.4 года назад

Yale-NUS Quantitative Reasoning 2020. Download body weight data from michaelgastner.com/data_for_QR/nhanes_dvvb_ch5.csv. Adjust your RUclips settings to view video with HD quality and closed captions. Transcript available at: michaelgastner.com/R_for_QR/

R Tutorial 26: Computations Related to Normal Models

7:19

R Tutorial 26: Computations Related to Normal Models

Просмотров 1,6 тыс.4 года назад

Yale-NUS Quantitative Reasoning 2020. Adjust your RUclips settings to view video with HD quality and closed captions. Transcript available at: michaelgastner.com/R_for_QR/

3:51

R Tutorial 25: z-scores with R

Просмотров 13 тыс.4 года назад

Yale-NUS Quantitative Reasoning 2020. Download 2012 Olympic heptathlon data from michaelgastner.com/data_for_QR/hept2012.csv. Adjust your RUclips settings to view video with HD quality and closed captions. Transcript available at: michaelgastner.com/R_for_QR/

6:03

R Tutorial 24: Re-expression with R

Просмотров 1 тыс.4 года назад

Yale-NUS Quantitative Reasoning 2020. Download CEO compensation data from michaelgastner.com/data_for_QR/forbes500_ceo_comp.csv. Adjust your RUclips settings to view video with HD quality and closed captions. Transcript available at: michaelgastner.com/R_for_QR/