Inferential Modelling

Published

April 13, 2023

References

  1. William G. Hunter, Six Statistical Tales. Journal of the Royal Statistical Society. Series D (The Statistician), Vol. 30, No. 2, Jun., 1981, pp. 107-117 https://sci-hub.ru/10.2307/2987563

  2. Andrew Gelman, Jennifer Hill, Aki Vehtari. Regression and Other Stories, Cambridge University Press, 2023.Available Online

Modelling with Linear Regression

Linear Regression
Quantitative Predictor
Quantitative Response
Sum of Squares
Residuals
Predicting Quantitative Target Variables
Apr 13, 2023
Arvind V.

Modelling with Logistic Regression

Logistic Regression
Qualitative Variable
Probability
Odds
Log Transformation
Predicting Qualitative Target Variables
Apr 13, 2023

🕔 Modelling and Predicting Time Series

Smoothing
Exponential Models
ARIMA
Forecasting
Prophet
We will look at the basic models for Time Series
Nov 19, 2022
Arvind V.
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