Understanding Regression Analysis: A Conditional Distribution Approach - Image 1

£96.00

CRC Press Understanding Regression Analysis: A Conditional Distribution Approach

Name: Understanding Regression Analysis: A Conditional Distribution Approach
Brand: CRC Press
Price: 96.0 GBP
Availability: InStock

Econometrics

It has never been this cheap. We have no record of a lower price.

£96 today · cheaper than every other day in the last 24 months

NEW HERE?

Amazon shows you one price. We show you all of them.

Tosheroon watches Amazon prices so you don't have to. Every product on Amazon has a price history — we make it visible. Set the price you'd actually pay, and we'll email you the second it gets there. No app, no account, one email.

WHAT'S ON THIS PAGE

↓ Price chart
when this has been cheap or pricey

↓ Forecast
where the price is heading next

↓ Statistics
all-time high & low, recent range

↑ Price alert
name your number, we'll email you

Price History & Forecast

Grey patches = out of stock. Cheaper = lower on the chart. Hover for exact prices.

Last 604 days • 604 data points (No recent data available)

Historical

Generating forecast...

Price Distribution

Price distribution over 604 days • 6 price levels

Days at Price

Current Price

Price Analysis

Most common price: £99 (322 days, 53.3%)

Price range: £96 - £116

Price levels: 6 different prices over 604 days

Description

Understanding Regression Analysis unifies diverse regression applications including the classical model, ANOVA models, generalized models including Poisson, Negative binomial, logistic, and survival, neural networks, and decision trees under a common umbrella -- namely, the conditional distribution model. It explains why the conditional distribution model is the correct model, and it also explains (proves) why the assumptions of the classical regression model are wrong. Unlike other regression books, this one from the outset takes a realistic approach that all models are just approximations. Hence, the emphasis is to model Nature’s processes realistically, rather than to assume (incorrectly) that Nature works in particular, constrained ways. Key features of the book include: Numerous worked examples using the R software Key points and self-study questions displayed "just-in-time" within chapters Simple mathematical explanations ("baby proofs") of key concepts Clear explanations and applications of statistical significance (p-values), incorporating the American Statistical Association guidelines Use of "data-generating process" terminology rather than "population" Random-X framework is assumed throughout (the fixed-X case is presented as a special case of the random-X case) Clear explanations of probabilistic modelling, including likelihood-based methods Use of simulations throughout to explain concepts and to perform data analyses This book has a strong orientation towards science in general, as well as chapter-review and self-study questions, so it can be used as a textbook for research-oriented students in the social, biological and medical, and physical and engineering sciences. As well, its mathematical emphasis makes it ideal for a text in mathematics and statistics courses. With its numerous worked examples, it is also ideally suited to be a reference book for all scientists.

Product Specifications

Brand: CRC Press
Format: hardcover
ASIN: 0367458527
Category: Books > Subjects > Business, Finance & Law > Economics > Econometrics
Domain: Amazon UK
Release Date: 15 July 2020
Listed Since: 21 January 2020

Barcode

No barcode data available

CRC Press Understanding Regression Analysis: A Conditional Distribution Approach

It has never been this cheap. We have no record of a lower price.

Price History & Forecast

Price Distribution

Price Analysis

Description

Product Specifications

Barcode

Similar Products You Might Like

R Programming: Statistical Data Analysis in Research

SOME RECENT ADVANCES IN MATHEMATICS AND STATISTICS - PROCEEDINGS OF STATISTICS 2011 CANADA/IMST 2011-FIM XX

CRC Press R for Political Data Science: A Practical Guide

The Europa World Year Book 2009

Modern Data Visualization with R (Chapman & Hall/CRC The R Series)

R for Political Data Science: A Practical Guide (Chapman & Hall/CRC The R Series)

Methodology of Complex Activity: Foundations of Understanding and Modelling: 300 (Studies in Systems, Decision and Control, 300)

The USA and Canada 2012

Springer Mathematical Methods and Modelling in Applied Sciences

Autodesk Revit 2024 Black Book

Introduction to Probabilistic and Statistical Methods with Examples in R: 176 (Intelligent Systems Reference Library, 176)

Proceedings of the Future Technologies Conference (FTC) 2021, Volume 3: 360 (Lecture Notes in Networks and Systems, 360)

Recent Advances in Computer Science and Information Engineering: Volume 1: 124 (Lecture Notes in Electrical Engineering, 124)

Society 5.0: Cyberspace for Advanced Human-Centered Society: 333 (Studies in Systems, Decision and Control, 333)

Mathematics Applied to Engineering, Modelling, and Social Issues: 200 (Studies in Systems, Decision and Control, 200)

Big Data and Social Science: Data Science Methods and Tools for Research and Practice (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences)

Autodesk Revit 2023 Black Book

FreeCAD 0.20 Black Book

Society 5.0: Cyberspace for Advanced Human-Centered Society: 333 (Studies in Systems, Decision and Control, 333)

A Statistical Guide for the Ethically Perplexed

Analytic Methods in Sports: Using Mathematics and Statistics to Understand Data from Baseball, Football, Basketball, and Other Sports

Uncertainty and Graphing in Discovery Work: Implications for and Applications in STEM Education

Interactive Data Visualization: Foundations, Techniques, and Applications, Second Edition (360 Degree Business)

Theory of Stochastic Objects: Probability, Stochastic Processes and Inference (Chapman & Hall/CRC Texts in Statistical Science)