Category: Statistics

  • Download E-books A Primer of Ecology with R (Use R!) PDF

    Provides uncomplicated causes of the $64000 techniques in inhabitants and neighborhood ecology.

    Provides R code all through, to demonstrate version improvement and research, in addition to appendix introducing the R language.

    Interweaves ecological content material and code in order that both stands on my own.

    Supplemental site for extra code.

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  • Download E-books An Introduction to Queueing Theory: Modeling and Analysis in Applications (Statistics for Industry and Technology) PDF

    By U. Narayan Bhat

    This introductory textbook is designed for a one-semester path on queueing thought that doesn't require a path in stochastic procedures as a prerequisite. by way of integrating the required historical past on stochastic methods with the research of versions, this ebook offers a foundational advent to the modeling and research of queueing platforms for a large interdisciplinary viewers of scholars. Containing workouts and examples, this quantity can be utilized as a textbook through first-year graduate and upper-level undergraduate scholars. The paintings can also be necessary as a self-study reference for functions and extra research.

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  • Download E-books The Weibull Distribution: A Handbook PDF

    By Horst Rinne

    The so much entire ebook at the Subject

    Chronicles the advance of the Weibull Distribution in Statistical idea and utilized Statistics
    Exploring some of the most vital distributions in information, The Weibull Distribution: A Handbook specializes in its starting place, statistical homes, and comparable distributions. The booklet additionally offers a number of techniques to estimate the parameters of the Weibull distribution lower than all attainable occasions of sampling facts in addition to methods to parameter and goodness-of-fit testing.

    Describes the Statistical equipment, strategies, Theories, and purposes of This Distribution
    Compiling findings from dozens of medical journals and hundreds and hundreds of analysis papers, the writer first offers a cautious and thorough mathematical description of the Weibull distribution and all of its gains. He then offers with Weibull research, utilizing classical and Bayesian techniques besides graphical and linear greatest chance strategies to estimate the 3 Weibull parameters. the writer additionally explores the inference of Weibull procedures, Weibull parameter checking out, and kinds of goodness-of-fit assessments and methods.

    Successfully practice the Weibull Model
    By utilizing inferential techniques for estimating, checking out, forecasting, and simulating info, this self-contained, certain instruction manual indicates the way to clear up statistical existence technological know-how and engineering problems.

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  • Download E-books Probability and Information: An Integrated Approach PDF

    By David Applebaum

    This new and up to date textbook is a wonderful solution to introduce chance and data thought to scholars new to arithmetic, computing device technological know-how, engineering, data, economics, or enterprise stories. purely requiring wisdom of easy calculus, it starts through construction a transparent and systematic starting place to likelihood and knowledge. vintage issues coated comprise discrete and non-stop random variables, entropy and mutual info, greatest entropy tools, the critical restrict theorem and the coding and transmission of knowledge. Newly lined for this version is smooth fabric on Markov chains and their entropy. Examples and routines are integrated to demonstrate find out how to use the speculation in quite a lot of purposes, with special suggestions to such a lot routines to be had on-line for teachers.
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  • Download E-books Hot Hand: The Statistics Behind Sports' Greatest Streaks PDF

    By Alan Reifman

    Upon witnessing a sequence of exceptional (or lousy) performances, a activities fan or announcer may perhaps ask yourself, What are the percentages of that occuring? actually, statisticians have proven that, for the main half, athletic streaks take place approximately as frequently as will be anticipated by way of random probability. If one flips a coin one thousand instances, many “streaks” of consecutive heads (or tails) will happen alongside the way in which. This counterintuitive discovering signifies that the idea of momentum in activities is significantly overstated. After a short preliminary origin at the research of streaks and suitable tools of statistical research, Alan Reifman makes a speciality of genuine activities streaks, from the famous—Joe DiMaggio getting a minimum of one hit in fifty-six consecutive video games in 1941 and the la Lakers profitable thirty-three instantly video games within the 1971–72 season—to the fewer recognized, akin to the college of Dayton men’s basketball crew going 0-for-24 on three-point shot makes an attempt in a 2008 video game. Reifman additionally examines mental and physiological mechanisms in activities functionality, in addition to the consequences of these mechanisms for training and recreation psychology perform. Thought-provoking for stats freaks and general lovers alike, Hot Hand illuminates probably the most interesting and little-understood phenomena in activities.
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  • Download E-books Mathematics and Statistics for Financial Risk Management PDF

    By Michael B. Miller

    Mathematics and statistics for monetary threat Management is a pragmatic advisor to fashionable monetary hazard administration for either practitioners and academics.

    Now in its moment version with extra issues, extra pattern difficulties and extra actual global examples, this well known advisor to monetary hazard administration introduces readers to functional quantitative thoughts for examining and dealing with monetary risk.

    In a concise and easy-to-read kind, every one bankruptcy introduces a special subject in arithmetic or statistics. As various recommendations are brought, pattern difficulties and alertness sections show how those recommendations might be utilized to genuine hazard administration difficulties. workouts on the finish of every bankruptcy and the accompanying recommendations on the finish of the ebook permit readers to perform the strategies they're studying and display screen their progress. A better half website contains interactive Excel spreadsheet examples and templates.

    Mathematics and information for monetary probability Management is an fundamental reference for today’s monetary hazard professional.

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  • Download E-books Mathematical Statistics for Economics and Business PDF

    Mathematical records for Economics and enterprise, moment Edition, offers a complete advent to the foundations of mathematical data which underpin statistical analyses within the fields of economics, company, and econometrics.  the choice of subject matters during this textbook is designed to supply students with a conceptual origin that would facilitate a considerable realizing of statistical functions in those subjects.  This new version has been up-to-date all through and now additionally contains a downloadable scholar resolution handbook containing unique ideas to half the over three hundred end-of-chapter difficulties.

    After introducing the options of likelihood, random variables, and chance density capabilities, the writer develops the foremost suggestions of mathematical information, so much particularly: expectation, sampling, asymptotics, and the most households of distributions.  The latter half the booklet is then dedicated to the theories of estimation and speculation checking out with linked examples and difficulties that point out their huge applicability in economics and business.  positive factors of the hot variation comprise: a reorganization of subject circulate and presentation to facilitate interpreting and realizing; inclusion of extra issues of relevance to statistical data and econometric purposes; a extra streamlined and simple-to-understand notation for a number of integration and a number of summation over normal units or vector arguments; up-to-date examples; new end-of-chapter difficulties; an answer handbook for college students; a finished solution guide for teachers; and a theorem and definition map.

    This e-book has developed from quite a few graduate classes in mathematical information and econometrics taught through the writer, and may be excellent for college kids starting graduate research in addition to for complex undergraduates. 

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  • Download E-books Principles of Statistical Inference PDF

    During this definitive booklet, D. R. Cox provides a complete and balanced appraisal of statistical inference. He develops the major strategies, describing and evaluating the most principles and controversies over foundational matters which have been keenly argued for greater than two-hundred years. carrying on with a sixty-year occupation of significant contributions to statistical concept, not anyone is healthier put to offer this much-needed account of the sphere. An appendix supplies a extra own evaluation of the advantages of other rules. The content material levels from the conventional to the modern. whereas particular purposes usually are not taken care of, the ebook is strongly stimulated by way of functions around the sciences and linked applied sciences. the maths is stored as user-friendly as possible, even though past wisdom of records is believed. The booklet can be valued by way of each person or pupil of records who's enthusiastic about knowing the uncertainty inherent in conclusions from statistical analyses.
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  • Download E-books Simple Rules: How to Thrive in a Complex World PDF

    By Kathleen M. Eisenhardt

    “The nerd ebook of the summer.”—Tom Keene, Bloomberg TV

    “Whether you run a company or are easily attempting to live on glossy existence, this booklet is gold.”—Chris Anderson, curator of TED Talks

    Armed with a number of basic ideas, you could take on even the main complicated of problems.

    Drawing on greater than a decade of rigorous examine, Sull and Eisenhardt offer a transparent framework for constructing potent principles and making them larger over the years. They locate insights in unforeseen locations, from the best way Tina Fey codified her adventure operating at Saturday evening Live into principles for generating 30 Rock (rule 5: by no means inform a loopy individual he’s crazy), to jap engineers utilizing the foraging principles of slime molds to optimize Tokyo’s rail procedure. this is often the definitive playbook for residing easily and successfully in each sphere of life.

    Simple Rules . . . can help you notice pointless complexity, dispose of maddening frustration, make definitely the right judgements speedier, and feature plenty extra enjoyable alongside way.”—Robert I. Sutton, best-selling writer of The No Asshole Rule and coauthor of Scaling Up Excellence

    “We all take care of complexity now, and this publication will convey you the way you are able to do extra with less.”—Michael J. Mauboussin, head of worldwide monetary options, credits Suisse

    Simple Rules explains how we will be able to have the capacity to make significant growth in a global that exceeds human knowing . . . it is a harbinger of the knowledge financial system to come.” —Steve Jurvetson, dealing with director of Draper Fisher Jurvetson

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