Category: Statistics

Introduction to Statistics Through Resampling Methods and R/S-PLUS

By Phillip I. Good

Stimulate studying via discovery

With its emphasis at the discovery process, this booklet permits readers to find ideas all alone instead of easily reproduction solutions or observe a formulation by means of rote. Readers will quick grasp and discover ways to observe statistical equipment, equivalent to bootstrap, determination timber, and variations, to higher symbolize, record, attempt, and classify their learn findings. as well as conventional tools, really good equipment are lined, permitting readers to choose and follow the simplest strategy for his or her learn, including:

  • Tests and estimation techniques for one, , and a number of samples
  • Model building
  • Multivariate analysis
  • Complex experimental design

Throughout the textual content, the R programming language is used to demonstrate new strategies and support readers in finishing workouts. Readers might obtain the freely to be had R programming language from the net or reap the benefits of the menu-driven S-PLUS® program.

Written in an off-the-cuff, hugely available sort, this article is a superb consultant to descriptive facts, estimation, trying out hypotheses, and version construction. the entire pedagogical instruments had to facilitate fast studying are provided:

  • More than 200 routines scattered in the course of the textual content stimulate readers' pondering and actively have interaction them in using their newfound skills
  • Companion FTP website offers entry to all info units and courses mentioned within the text
  • Dozens of thought-provoking questions within the ultimate bankruptcy, challenge fixing, help readers in employing facts to deal with real-life problems
  • Instructor's handbook presents solutions to exercises
  • Helpful appendices contain an creation to S-PLUS® features

This textual content serves as a superb advent to stats for college students in all disciplines. The obtainable variety and concentrate on real-life challenge fixing are ideally fitted for either scholars and practitioners.

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Statistical Hypothesis Testing with SAS and R

By Dirk Taeger, Sonja Kuhnt

A entire consultant to statistical speculation trying out with examples in SAS and R

When studying datasets the next questions frequently arise:

Is there a quick hand method for a statistical try to be had in SAS or R?

If so, how do i exploit it?
If now not, how do I software the attempt myself?

This booklet solutions those questions and gives an summary of the main common
statistical attempt difficulties in a complete means, making it effortless to discover and perform
a suitable statistical test.

A basic precis of statistical attempt idea is gifted, besides a basic
description for every try, together with the mandatory necessities, assumptions, the
formal try out challenge and the attempt statistic. Examples in either SAS and R are provided,
besides software code to accomplish the attempt, ensuing output and remarks
explaining the mandatory software parameters.

Key features:
• presents examples in either SAS and R for every try out presented.
• seems on the most typical statistical assessments, displayed in a transparent and simple to stick with way.
• Supported through a supplementary web site http://www.d-taeger.de that includes example
application code.

Academics, practitioners and SAS and R programmers will locate this publication a valuable
source. scholars utilizing SAS and R also will locate it a superb selection for reference
and knowledge analysis.

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Data Mining with Rattle and R: The Art of Excavating Data for Knowledge Discovery (Use R!)

Facts Mining and Anlaytics are the root applied sciences for the hot wisdom dependent global the place we construct versions from facts and databases to appreciate and discover our global. info mining can enhance our enterprise, enhance our executive, and increase our existence and with definitely the right instruments, anybody can start to discover this new expertise, at the route to changing into an information mining expert. This e-book goals to get you into information mining fast. Load a few information (e.g., from a database) into the Rattle toolkit and inside mins you could have the information visualised and a few types outfitted. this can be step one in a trip to facts mining and analytics. The booklet encourages the idea that of programming via instance and programming with info - greater than simply pushing facts via instruments, yet studying to reside and breathe the knowledge, and sharing the adventure so others can reproduction and construct on what has long past ahead of. it truly is available to many readers and never inevitably simply people with robust backgrounds in desktop technology or records. information of a few of the extra renowned algorithms for info mining are very easily and, extra importantly, sincerely defined. expertise for remodeling a database via information mining and desktop studying into wisdom is now effectively obtainable.

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The Basic Practice of Statistics

By David S. Moore

David Moore’s information research (conceptual) process, which revolutionized the introductory facts textbook, strikes scholars clear of formulation and number-crunching, focusing as an alternative on how operating statisticians in a variety of fields collect and study information, and use the consequences to take on real-world problems.

The transparent, direct method of emphasizing the course’s relevance and confronting scholars’ math anxieties is on the middle of the bestselling The easy perform of facts (BPS). it's also definitely the right procedure for taking complete benefit of the strong statistical instruments and interactive studying positive aspects during this new edition’s text/media package deal. Now greater than ever, BPS is able to aid scholars flow from interpreting approximately statistical perform to practising statistics themselves.

What's within the LaunchPad

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Schaum's Outline of Probability, Random Variables, and Random Processes, 3rd Edition (Schaum's Outlines)

Tough try out Questions? neglected Lectures? no longer sufficient Time?

Fortunately, there is Schaum's. This all-in-one-package comprises greater than four hundred absolutely solved difficulties, examples, and perform routines to sharpen your problem-solving talents. Plus, you have entry to twenty distinct video clips that includes teachers who clarify the main quite often confirmed problems--it's similar to having your individual digital train! you will find every thing you must construct self assurance, talents, and data for the top ranking possible.

More than forty million scholars have depended on Schaum's to assist them reach the school room and on tests. Schaum's is the major to swifter studying and better grades in each topic. each one define provides the entire crucial path info in an easy-to-follow, topic-by-topic layout. you furthermore may get enormous quantities of examples, solved difficulties, and perform workouts to check your skills.

This Schaum's define provides you

  • 405 absolutely solved difficulties
  • Clear, concise causes of all chance, variables, and tactics innovations
  • Support for all of the significant textbooks within the topic areas

Fully appropriate along with your school room textual content, Schaum's highlights the entire vital evidence you must understand. Use Schaum’s to shorten your learn time--and get your most sensible attempt scores!

Schaum's Outlines--Problem Solved.

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Algorithms of the Intelligent Web

There's useful perception trapped within the flood of knowledge clients go away in the back of as they have interaction with websites and purposes. these insights could be unlocked by utilizing clever algorithms just like the ones that experience earned fb, Google, Twitter, and Microsoft a spot one of the giants of net facts development extraction. enhanced seek, facts category, and different clever development matching recommendations can provide a tremendous virtue to knowing and interacting with users.

Algorithms of the clever internet, moment Edition has been absolutely revised and teaches an important ways to algorithmic internet facts research, allowing readers to create desktop studying functions that crunch, munge, and wrangle facts gathered from clients, internet functions, sensors, and site logs. Key laptop studying techniques are defined and brought with many code examples in Python's scikit-learn. The ebook publications readers during the underlying equipment and clever algorithms to catch, shop, and constitution information streams. Readers will discover advice engines from the instance of Netflix motion picture ideas and dive into class through statistical algorithms, neural networks, and deep studying. they are going to additionally think about the fine details of rating and the way to check functions in keeping with clever algorithms.

Purchase of the print ebook incorporates a loose book in PDF, Kindle, and ePub codecs from Manning Publications.

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Handbook of Univariate and Multivariate Data Analysis and Interpretation with SPSS

By Robert Ho

Many information texts are likely to concentration extra at the idea and arithmetic underlying statistical assessments than on their purposes and interpretation. this may go away readers with little figuring out of the way to use statistical assessments or how one can interpret their findings. whereas the SPSS statistical software program has performed a lot to relieve the frustrations of social technological know-how pros and scholars who needs to examine facts, they nonetheless face daunting demanding situations in choosing the right checks, executing the exams, and studying the try out results.

With emphasis firmly on such useful issues, this instruction manual units forth transparent instructions for acting particular statistical exams with SPSS and examining the output. the writer essentially explains the aim of every try out and the examine designs for which they're correct, demonstrates the execution of the checks, and explains how one can interpret the consequences received. The presentation covers not just the point-and-click home windowsä approach to utilizing SPSS, but additionally the syntax approach, which gives clients with the facility and suppleness to accommodate complicated experimental designs. All chapters contain the entire SPSS output of the attempt being addressed and the step by step interpretation of the implications. the entire information units utilized in the examples in addition to the SPSS code are freely to be had for obtain at www.crcpress.com.

Armed with the information, instruments, and event this instruction manual offers, social scientists, either pupil undefined, can maximize the application of SPSS, decide upon definitely the right statistical checks with self belief, and extra properly and effectively interpret their effects.

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The Bill James Handbook 2015

The 1st, most sensible, such a lot whole annual baseball reference advisor to be had. jam-packed with specific stats, this ebook is the main complete source on each hit, pitch, and seize in significant League Baseball's 2014 season--and comprises participant projections for 2015.

Key positive factors include:

NEW - Shifts Summary
NEW - Pitcher profession Fastball pace Trends
NEW - occupation protecting Runs kept NEW - League Stats Breakdown via Position
EXPANDED - fast Replay Coverage
No-Hitter Summary
Home Run Robberies
Hitter Analysis
Career Baserunning- together with overall occupation baserunning numbers (2002-present) for avid gamers with one thousand or extra video games played
Pitcher Analysis-a fresh part for pitchers with at the very least 50 innings pitched with a desk together with: variety of pitches thrown, batters face, strikeouts, walks, fly balls, line drives and more.
Pitch Repertoire part detailing pitch style breakdowns for all pitchers in baseball
Rotation vs. Bullpen workforce charts showcasing the strengths and weaknesses of every team's pitching staff
Relief Pitcher Section
The corridor of reputation Monitor
The Fielding Bible Awards
Pitcher Projections
Hitter Projections
Baserunning Analysis
Manufactured Runs
Team potency Summary
Player Win-Shares

Spiral sure variation additionally to be had

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Applied Bayesian Modelling (Wiley Series in Probability and Statistics)

This publication offers an obtainable method of Bayesian computing and knowledge research, with an emphasis at the interpretation of genuine info units. Following within the culture of the profitable first variation, this e-book goals to make a variety of statistical modeling purposes obtainable utilizing demonstrated code that may be with ease tailored to the reader's personal functions. the second one variation has been completely remodeled and up-to-date to take account of advances within the box. a brand new set of labored examples is incorporated. the unconventional point of the 1st variation was once the assurance of statistical modeling utilizing WinBUGS and OPENBUGS. this selection keeps within the new version besides examples utilizing R to expand attraction and for completeness of coverage.

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The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition (Springer Series in Statistics)

By Robert Tibshirani

During the previous decade there was an explosion in computation and data expertise. With it have come great quantities of information in a number of fields resembling medication, biology, finance, and advertising and marketing. The problem of figuring out those information has ended in the improvement of latest instruments within the box of facts, and spawned new parts similar to facts mining, laptop studying, and bioinformatics. lots of those instruments have universal underpinnings yet are usually expressed with various terminology. This booklet describes the $64000 principles in those parts in a typical conceptual framework. whereas the strategy is statistical, the emphasis is on ideas instead of arithmetic. Many examples are given, with a liberal use of colour pictures. It is a worthy source for statisticians and someone attracted to information mining in technology or undefined. The book's assurance is huge, from supervised studying (prediction) to unsupervised studying. the various themes comprise neural networks, help vector machines, class bushes and boosting---the first finished remedy of this subject in any book.

This significant new version beneficial properties many themes now not lined within the unique, together with graphical types, random forests, ensemble equipment, least attitude regression & course algorithms for the lasso, non-negative matrix factorization, and spectral clustering. there's additionally a bankruptcy on equipment for ``wide'' info (p greater than n), together with a number of trying out and fake discovery rates.

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