Tag: Regression

XGBoost for Regression Predictive Modeling and Time Series Analysis


Free Download XGBoost for Regression Predictive Modeling and Time Series Analysis: Learn how to build, evaluate, and deploy predictive models with expert guidance by Partha Pritam DekaJoyce Weiner
English | December 13th, 2024 | ISBN: 180512305X | 308 pages | True PDF | 9.98 MB
Master the art of predictive modeling with XGBoost and gain hands-on experience in building powerful regression, classification, and time series models using the XGBoost Python API

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Linear Regression With Python A Tutorial Introduction to the Mathematics of Regression Analysis


Free Download Linear Regression With Python: A Tutorial Introduction to the Mathematics of Regression Analysis by James V. Stone
English | January 13, 2022 | ISBN: 191627918X | True PDF | 138 pages | 3.6 MB
Linear regression is the workhorse of data analysis. It is the first step, and often the only step, in fitting a simple model to data. This brief book explains the essential mathematics required to understand and apply regression analysis.

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Regression and Machine Learning for Education Sciences Using R


Free Download Regression and Machine Learning for Education Sciences Using R by Cody Dingsen
English | November 1, 2024 | ISBN: 1032510072 | 360 pages | MOBI | 33 Mb
This book provides a conceptual introduction to regression analysis and machine learning and their applications in education research. It discusses their diverse applications, including its role in predicting future events based on the current data or explaining why some phenomena occur. These identified important predictors provide data-based evidence for educational and psychological decision-making.

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Handbook of Regression Modeling in People Analytics With Examples in R and Python


Free Download Handbook of Regression Modeling in People Analytics: With Examples in R and Python by Keith McNulty
English | July 30, 2021 | ISBN: 1032041749 | 272 pages | EPUB | 13 Mb
Despite the recent rapid growth in machine learning and predictive analytics, many of the statistical questions that are faced by researchers and practitioners still involve explaining why something is happening. Regression analysis is the best ‘swiss army knife’ we have for answering these kinds of questions.

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Regression and Machine Learning for Education Sciences Using R


Free Download Regression and Machine Learning for Education Sciences Using R
English | 2025 | ISBN: 1032510072 | 364 Pages | PDF EPUB (True) | 59 MB
This book provides a conceptual introduction to regression analysis and machine learning and their applications in education research. It discusses their diverse applications, including its role in predicting future events based on the current data or explaining why some phenomena occur. These identified important predictors provide data-based evidence for educational and psychological decision-making.

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Introduction to Regression Analysis


Free Download Michael Golberg, "Introduction to Regression Analysis"
English | ISBN: 1853126241 | 2004 | 452 pages | PDF | 6 MB
This book is an introduction to regression analysis for upper division and graduate students in science, engineering, social science and medicine. The emphasis is on the classical linear regression diagnostics, ridge and logistic regression are treated as well. In contrast to other books at this level, the theoretical foundation of the subject is presented in some detail based on extensive use of matrix algebra. throughout the text, model building and evaluation are emphasized and illustrated with many numerical examples.

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