The Tiger That Isn't: Seeing Through a World of Numbers

By Michael Blastland, Andrew Dilnot

Numbers became the omnipotent language of public argument. Too usually, that energy is abused and the numbers bamboozle. This ebook exhibits easy methods to see immediately via them - and the way to grab the facility for your self. Public spending, overall healthiness hazards, environmental mess ups, who's wealthy, who's bad, Aids or struggle deaths, pensions, teenage offenders, the easiest and worst colleges and hospitals, immigration - lifestyles is available in numbers. The trick to seeing via them is strikingly basic. it really is to use anything everybody has - the teachings in their personal adventure. utilizing shiny and daily photos and concepts, this ebook exhibits how on the subject of hand perception and knowing might be, and the way we will all use what's ordinary to make feel of what's baffling. it's also a revelation - of ways little the foundations are understood even through many that declare to understand larger. This publication is written by way of the workforce who created and current the highly well known BBC Radio four sequence, roughly.

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SPSS for Introductory and Intermediate Statistics: Use and Interpretation (2nd Edition)

By George A. Morgan, Nancy L. Leech, Gene W. Gloeckner, Karen C. Barrett

This ebook is designed to aid scholars how you can research and interpret examine info with easy records. it's meant to be a supplemental textual content in an introductory (undergraduate or graduate) facts or study tools direction within the behavioral sciences or schooling and it may be utilized in conjunction with any mainstream textual content. we've stumbled on that the booklet makes SPSS for home windows effortless to exploit in order that it isn't essential to have a proper, educational laptop lab; you have to be in a position to the way to use SPSS by yourself with this publication. entry to the SPSS software and a few familiarity with home windows is all that's required. even supposing SPSS for home windows is sort of effortless to take advantage of, there's one of these wide array of thoughts and data that realizing which of them to take advantage of and the way to interpret the printouts may be tough, so this ebook is meant to aid with those demanding situations.

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An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)

By Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani

An creation to Statistical Learning presents an available assessment of the sector of statistical studying, a necessary toolset for making experience of the sizeable and complicated facts units that experience emerged in fields starting from biology to finance to advertising to astrophysics long ago two decades. This booklet offers probably the most vital modeling and prediction strategies, besides appropriate purposes. subject matters contain linear regression, category, resampling equipment, shrinkage ways, tree-based equipment, help vector machines, clustering, and extra. colour pix and real-world examples are used to demonstrate the tools offered. because the aim of this textbook is to facilitate using those statistical studying concepts through practitioners in technological know-how, undefined, and different fields, each one bankruptcy features a instructional on enforcing the analyses and strategies offered in R, a really renowned open resource statistical software program platform.

Two of the authors co-wrote the weather of Statistical studying (Hastie, Tibshirani and Friedman, 2d variation 2009), a well-liked reference ebook for data and computing device studying researchers. An advent to Statistical Learning covers a few of the related issues, yet at a degree available to a wider viewers. This booklet is focused at statisticians and non-statisticians alike who desire to use state-of-the-art statistical studying concepts to investigate their info. The textual content assumes just a past path in linear regression and no wisdom of matrix algebra.

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Exploration and Analysis of DNA Microarray and Other High-Dimensional Data (Wiley Series in Probability and Statistics)

By Dhammika Amaratunga

Praise for the First Edition

“…extremely good written…a complete and updated evaluate of this significant field.” – magazine of Environmental Quality

 

Exploration and research of DNA Microarray and different High-Dimensional facts, moment Edition presents entire insurance of contemporary developments in microarray info research. A state of the art advisor, the Second Edition demonstrates a number of methodologies for examining facts in biomedical examine and gives an outline of the trendy innovations utilized in microarray know-how to review styles of gene activity.

 

The new version solutions the necessity for an effective define of all stages of this innovative analytical approach, from preprocessing to the research degree. using learn and adventure from highly-qualified authors in fields of knowledge research, Exploration and research of DNA Microarray and different High-Dimensional info, moment Edition features:

 

  • A new bankruptcy at the interpretation of findings that features a dialogue of signatures and fabric on gene set research, together with community analysis
  • New themes of assurance together with ABC clustering, biclustering, partial least squares, penalized tools, ensemble equipment, and enriched ensemble methods
  • Updated routines to deepen wisdom of the awarded fabric and supply readers with assets for extra study

 

The booklet is a perfect reference for scientists in biomedical and genomics study fields who learn DNA microarrays and protein array information, in addition to statisticians and bioinformatics practitioners. Exploration and research of DNA Microarray and different High-Dimensional information, moment Edition can be an invaluable textual content for graduate-level classes on facts, computational biology, and bioinformatics.

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Econometrics

By Fumio Hayashi

Hayashi's Econometrics gives you to be the subsequent nice synthesis of contemporary econometrics. It introduces first yr Ph.D. scholars to plain graduate econometrics fabric from a latest point of view. It covers the entire commonplace fabric precious for figuring out the central recommendations of econometrics from usual least squares via cointegration. The publication is additionally particular in constructing either time-series and cross-section research totally, giving the reader a unified framework for realizing and integrating results.

Econometrics has many beneficial beneficial properties and covers all of the very important themes in econometrics in a succinct demeanour. the entire estimation concepts which can potentially study in a first-year graduate path, other than greatest chance, are handled as distinct situations of GMM (generalized tools of moments). greatest probability estimators for quite a few types (such as probit and tobit) are accrued in a separate bankruptcy. This association permits scholars to benefit numerous estimation recommendations in an effective demeanour. 8 of the 10 chapters comprise a significant empirical program drawn from exertions economics, business association, household and foreign finance, and macroeconomics. those empirical routines on the finish of every bankruptcy offer scholars a hands-on event utilizing the concepts coated within the bankruptcy. The exposition is rigorous but available to scholars who've a operating wisdom of very uncomplicated linear algebra and chance idea. all of the effects are said as propositions, in order that scholars can see the issues of the dialogue and in addition the stipulations less than which these effects carry. so much propositions are proved within the text.

For those that intend to jot down a thesis on utilized issues, the empirical purposes of the booklet are as a way to methods to behavior empirical learn. For the theoretically vulnerable, the no-compromise therapy of the fundamental concepts is an effective training for extra complicated conception courses.

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Biological Knowledge Discovery Handbook: Preprocessing, Mining and Postprocessing of Biological Data

By Mourad Elloumi, Albert Y. Zomaya

The first complete evaluate of preprocessing, mining, and postprocessing of organic data

Molecular biology is present process exponential development in either the quantity and complexity of organic data—and wisdom discovery deals the means to automate advanced seek and knowledge research projects. This e-book provides an unlimited review of the newest advancements on recommendations and techniques within the box of organic wisdom discovery and information mining (KDD)—providing in-depth primary and technical box info at the most crucial subject matters encountered.

Written via best specialists, Biological wisdom Discovery instruction manual: Preprocessing, Mining, and Postprocessing of organic Data covers the 3 major stages of information discovery (data preprocessing, information processing—also often called facts mining—and information postprocessing) and analyzes either verification platforms and discovery systems.

BIOLOGICAL information PREPROCESSING

  • Part A: organic information Management
  • Part B: organic information Modeling
  • Part C: organic characteristic Extraction
  • Part D organic characteristic Selection

BIOLOGICAL facts MINING

  • Part E: Regression research of organic Data
  • Part F organic info Clustering
  • Part G: organic facts Classification
  • Part H: organization ideas studying from organic Data
  • Part I: textual content Mining and alertness to organic Data
  • Part J: High-Performance Computing for organic info Mining

Combining sound thought with sensible functions in molecular biology, Biological wisdom Discovery Handbook is perfect for classes in bioinformatics and organic KDD in addition to for practitioners researchers in laptop technology, existence technology, and mathematics.

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The SAGE Dictionary of Statistics: A Practical Resource for Students in the Social Sciences

By Duncan Cramer

`The authors make first-class use of illustrative examples' - Reference Reviews

The SAGE Dictionary of Statistics

presents scholars and researchers with an available and definitive source to take advantage of while learning statistics within the social sciences, analyzing examine stories and project facts research. Written by way of top teachers within the box of technique and facts, the Dictionary should be a necessary examine advisor for the first-time researcher in addition to a first-rate source for extra complex research.

This is a realistic and concise dictionary that serves the typical makes use of of data around the entire variety of social technological know-how disciplines. It deals simple and simple definitions of key options, through extra specified step by step factors of situating particular equipment and strategies. It additionally includes lists of similar options to aid the consumer to attract connections throughout a variety of fields and bring up their total comprehend of a particular approach. an inventory of key readings is helping to augment the purpose of the Dictionary as a useful studying source.

Designed particularly for college students and people new to analyze, and written in a full of life and fascinating demeanour, this Dictionary is a necessary reference paintings for college students and researchers around the social sciences.

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The Good News About Marriage: Debunking Discouraging Myths about Marriage and Divorce

By Shaunti Feldhahn

Divorce isn't the greatest danger to marriage. Discouragement is.

You’ve most likely heard the awful evidence: Half of all marriages result in divorce. The divorce cost contained in the church is equal to outside. Most marriages are only preserving on. But what if those “facts” are literally myths?

In The excellent news approximately Marriage, best-selling writer Shaunti Feldhahn provides groundbreaking learn that finds the surprising, quite inspiring truth:

· the particular divorce expense hasn't ever gotten with regards to 50 percent.

· those that attend church on a regular basis have a considerably decrease divorce fee than those that don’t.

· such a lot marriages are happy.

· easy alterations make a massive distinction in such a lot marriage problems.

· so much remarriages succeed.

For too lengthy, our self assurance in marriage has been undermined by way of continual misunderstandings and imperfect information. This landmark booklet will seriously change how we expect and speak about marriage—and what we will be able to dare to wish from it.

“Shaunti takes target at marriage myths that experience unfold like a melanoma via our culture–myths that experience turn into self-fulfilling prophecies. This book is filled with game-changing revelations. Like this one: not just are most folk staying married, they're chuffed of their marriages!” –Emerson Eggerichs, best-selling writer of Love and Respect

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Statistics Done Wrong: The Woefully Complete Guide

By Alex Reinhart

Scientific development depends upon solid study, and solid learn wishes sturdy records. yet statistical research is hard to get correct, even for the easiest and brightest folks. you would be shocked what percentage scientists are doing it wrong.
Statistics performed Wrong is a pithy, crucial advisor to statistical error in glossy technological know-how that may aid you hold your examine blunder-free. you are going to research embarrassing error and omissions in contemporary examine, know about the misconceptions and medical politics that permit those errors to occur, and start your quest to reform how you and your friends do statistics.
You'll locate recommendation on:
  • Asking the suitable query, designing the correct test, selecting the right statistical research, and sticking to the plan
  • How to consider p values, value, insignificance, self assurance durations, and regression
  • Choosing the fitting pattern dimension and averting fake positives
  • Reporting your research and publishing your info and resource code
  • Procedures to stick to, precautions to take, and analytical software program that could help

Scientists: learn this concise, robust consultant that will help you produce statistically sound learn. Statisticians: supply this booklet to all people you know.
The first step towards information performed correct is Statistics performed Wrong.

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