By Iain Pardoe
Praise for the First Edition
"The cognizance to element is amazing. The ebook is particularly good written and the writer is intensely cautious together with his descriptions . . . the examples are wonderful." —The American Statistician
Fully revised to mirror the newest methodologies and rising purposes, Applied Regression Modeling, moment Edition maintains to focus on the advantages of statistical tools, particularly regression research and modeling, for figuring out, reading, and analyzing multivariate information in enterprise, technological know-how, and social technological know-how applications.
The writer makes use of a bounty of real-life examples, case reviews, illustrations, and portraits to introduce readers to the area of regression research utilizing numerous software program applications, together with R, SPSS, Minitab, SAS, JMP, and S-PLUS. In a transparent and cautious writing type, the booklet introduces modeling extensions that illustrate extra complex regression suggestions, together with logistic regression, Poisson regression, discrete selection types, multilevel versions, and Bayesian modeling.
In addition, the Second Edition positive factors explanation and growth of difficult subject matters, such as:
- Transformations, indicator variables, and interaction
- Testing version assumptions
- Nonconstant variance
- Variable choice methods
- Model development and graphical interpretation
Throughout the ebook, datasets and examples were up-to-date and extra difficulties are incorporated on the finish of every bankruptcy, permitting readers to check their comprehension of the awarded fabric. additionally, a similar site beneficial properties the book's datasets, presentation slides, exact statistical software program directions, and studying assets together with extra difficulties and tutorial videos.
With an intuitive strategy that's not heavy on mathematical element, Applied Regression Modeling, moment Edition is a wonderful ebook for classes on statistical regression research on the upper-undergraduate and graduate point. The booklet additionally serves as a worthy source for execs and researchers who make the most of statistical tools for decision-making of their daily work.
Read or Download Applied Regression Modeling PDF
Similar business economics books
The articles during this quantity have been written in honour of F. A. Hayek and canopy the complete scope of his proposal. the various essays take as a place to begin Hayek's personal writings. The record of exotic members comprise: Jacques Rueff, George Halm, Michael Polyani, Gordon Tullock, Günter Schmölders, Friedrich Lutz, Gottfried von Haberler, Frank Paish, Ludwig Lachmann, Peter Bauer, James Buchanan, Fritz Machlup and Karl Popper.
Whereas ethics has been an essential component of economics because the days of Adam Smith (if now not Aristotle), many glossy economists push aside moral issues in prefer of accelerating formal mathematical and computational equipment. yet fresh monetary crises within the genuine global have reignited discussions of the significance of ethics to economics, together with growing to be demands a brand new method of incorporating ethical philosophy in financial thought, perform, and coverage.
Macroeconomics: An creation to the Non-Walrasian process offers the method of macroeconomic idea according to the non-Walrasian technique. This publication offers the microeconomic innovations that may be utilized in an easy and proper demeanour to the basic themes of macroeconomic conception. geared up into 5 elements encompassing 14 chapters, this booklet starts off with an summary of the basic ideas, describing the functioning of nonclearing markets, the function of expectancies, the atmosphere of costs by way of decentralized brokers, and the derivation of optimum call for and offers.
First released in 1943, this paintings comprises 5 interconnected essays featuring M. Kalecki’s popular additions to the enterprise cycle concept. Written by means of the most special economists of the 20 th century, this paintings can be crucial studying for college kids and students of the historical past of monetary suggestion, financial concept and macroeconomics.
- Agricultural Depression and Farm Relief in England 1813-1852: Volume 3 (Economic History (Routledge))
- Macroeconomics: Pearson New International Edition: Principles, Applications, and Tools
- Climate Risk and Resilience in China
- The Economics of Alfred Marshall (Routledge Revivals): Volume 1
- On Economic Theory & Socialism: Collected Papers: Volume 2 (Collected Works of Maurice Dobb)
- The Palestinian Economy (RLE Economy of Middle East): Studies in Development under Prolonged Occupation: Volume 24 (Routledge Library Editions: The Economy of the Middle East)
Extra resources for Applied Regression Modeling
Applied Regression Modeling by Iain Pardoe