Download or read book Applied Statistics Manual written by Matthew A. Barsalou and published by Quality Press. This book was released on 2018-12-19 with total page 371 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book was written to provide guidance for those who need to apply statistical methods for practical use. While the book provides detailed guidance on the use of Minitab for calculation, simply entering data into a software program is not sufficient to reliably gain knowledge from data. The software will provide an answer, but the answer may be wrong if the sample was not taken properly, the data was unsuitable for the statistical test that was performed, or the wrong test was selected. It is also possible that the answer will be correct, but misinterpreted. This book provides both guidance in applying the statistical methods described as well as instructions for performing calculations without a statistical software program such as Minitab. One of the authors is a professional statistician who spent nearly 13 years working at Minitab and the other is an experienced and certified Lean Six Sigma Master Black Belt. Together, they strive to present the knowledge of a statistician in a format that can be easily understood and applied by non-statisticians facing real-world problems. Their guidance is provided with the goal of making data analysis accessible and practical. Rather than focusing on theoretical concepts, the book delivers only the information that is critical to success for the practitioner. It is a thorough guide for those who have not yet been exposed to the value of statistics, as well as a reliable reference for those who have been introduced to statistics but are not yet confident in their abilities.
Download or read book The Data Science Design Manual written by Steven S. Skiena and published by Springer. This book was released on 2017-07-01 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt: This engaging and clearly written textbook/reference provides a must-have introduction to the rapidly emerging interdisciplinary field of data science. It focuses on the principles fundamental to becoming a good data scientist and the key skills needed to build systems for collecting, analyzing, and interpreting data. The Data Science Design Manual is a source of practical insights that highlights what really matters in analyzing data, and provides an intuitive understanding of how these core concepts can be used. The book does not emphasize any particular programming language or suite of data-analysis tools, focusing instead on high-level discussion of important design principles. This easy-to-read text ideally serves the needs of undergraduate and early graduate students embarking on an “Introduction to Data Science” course. It reveals how this discipline sits at the intersection of statistics, computer science, and machine learning, with a distinct heft and character of its own. Practitioners in these and related fields will find this book perfect for self-study as well. Additional learning tools: Contains “War Stories,” offering perspectives on how data science applies in the real world Includes “Homework Problems,” providing a wide range of exercises and projects for self-study Provides a complete set of lecture slides and online video lectures at www.data-manual.com Provides “Take-Home Lessons,” emphasizing the big-picture concepts to learn from each chapter Recommends exciting “Kaggle Challenges” from the online platform Kaggle Highlights “False Starts,” revealing the subtle reasons why certain approaches fail Offers examples taken from the data science television show “The Quant Shop” (www.quant-shop.com)
Download or read book OECD Patent Statistics Manual written by OECD and published by OECD Publishing. This book was released on 2009-02-05 with total page 162 pages. Available in PDF, EPUB and Kindle. Book excerpt: This manual provides guiding principles for the use of patent data in the context of S&T measurement, and recommendations for the compilation and interpretation of patent indicators in this context.
Download or read book Government Finance Statistics Manual 2014 written by Mrs.Sage De Clerck and published by International Monetary Fund. This book was released on 2015-03-10 with total page 470 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 2007–09 international financial crisis underscored the importance of reliable and timely statistics on the general government and public sectors. Government finance statistics are a basis for fiscal analysis and they play a vital role in developing and monitoring sound fiscal programs and in conducting surveillance of economic policies. The Government Finance Statistics Manual 2014 represents a major step forward in clarifying the standards for compiling and presenting fiscal statistics and strengthens the worldwide effort to improve public sector reporting and transparency.
Download or read book Online Statistics Education written by David M Lane and published by . This book was released on 2014-12-02 with total page 406 pages. Available in PDF, EPUB and Kindle. Book excerpt: Online Statistics: An Interactive Multimedia Course of Study is a resource for learning and teaching introductory statistics. It contains material presented in textbook format and as video presentations. This resource features interactive demonstrations and simulations, case studies, and an analysis lab.This print edition of the public domain textbook gives the student an opportunity to own a physical copy to help enhance their educational experience. This part I features the book Front Matter, Chapters 1-10, and the full Glossary. Chapters Include:: I. Introduction, II. Graphing Distributions, III. Summarizing Distributions, IV. Describing Bivariate Data, V. Probability, VI. Research Design, VII. Normal Distributions, VIII. Advanced Graphs, IX. Sampling Distributions, and X. Estimation. Online Statistics Education: A Multimedia Course of Study (http: //onlinestatbook.com/). Project Leader: David M. Lane, Rice University.
Download or read book Oxford Handbook of Medical Statistics written by Janet Peacock and published by Oxford University Press. This book was released on 2011 with total page 540 pages. Available in PDF, EPUB and Kindle. Book excerpt: The majority of medical research involves quantitative methods and so it is essential to be able to understand and interpret statistics. This book shows readers how to develop the skills required to critically appraise research evidence effectively, and how to conduct research and communicate their findings.
Download or read book BLS state Employment Statistics Manual written by United States. Bureau of Labor Statistics and published by . This book was released on 1949 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Labor Turnover Statistics Manual written by United States. Department of Labor and published by . This book was released on 1961 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Monetary and Financial Statistics Manual and Compilation Guide written by Mr.Jose M Cartas and published by International Monetary Fund. This book was released on 2017-11-09 with total page 450 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edition of Monetary and Financial Statistics Manual and Compilation Guide (Manual) updates and merges into one volume methodological and practical aspects of the compilation process of monetary statistics. The Manual is aimed at compilers and users of monetary data, offering guidance for the collection and analytical presentation of monetary statistics. The Manual includes standardized report forms, providing countries with a tool for compiling and reporting harmonized data for the central bank, other depository corporations, and other financial corporations.
Download or read book Current Employment Statistics State Operating Manual written by and published by . This book was released on 1985 with total page 712 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Government Finance Statistics Manual 2001 written by International Monetary Fund and published by International Monetary Fund. This book was released on 2001-12-19 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Manual, which updates the first edition published in 1986, is a major advance in the standards for compilation and presentation of fiscal statistics. It is intended as a reference volume for compilers of government finance statistics, fiscal analysts, and other users of fiscal data. The Manual introduces accrual accounting, balance sheets, and complete coverage of government economic and financial activities. It covers concepts, definitions, classifications, and accounting rules, and provides a comprehensive framework for analysis, planning, and policy determination. To the extent possible, the Manual has been harmonized with the System of National Accounts 1993.
Download or read book An Introduction to Statistical Learning written by Gareth James and published by Springer Nature. This book was released on 2023-08-01 with total page 617 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance, marketing, and astrophysics in the past twenty years. This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage approaches, tree-based methods, support vector machines, clustering, deep learning, survival analysis, multiple testing, and more. Color graphics and real-world examples are used to illustrate the methods presented. This book is targeted at statisticians and non-statisticians alike, who wish to use cutting-edge statistical learning techniques to analyze their data. Four of the authors co-wrote An Introduction to Statistical Learning, With Applications in R (ISLR), which has become a mainstay of undergraduate and graduate classrooms worldwide, as well as an important reference book for data scientists. One of the keys to its success was that each chapter contains a tutorial on implementing the analyses and methods presented in the R scientific computing environment. However, in recent years Python has become a popular language for data science, and there has been increasing demand for a Python-based alternative to ISLR. Hence, this book (ISLP) covers the same materials as ISLR but with labs implemented in Python. These labs will be useful both for Python novices, as well as experienced users.
Download or read book Monetary and Financial Statistics Manual written by International Monetary Fund. Statistics Dept. and published by International Monetary Fund. This book was released on 2000-09-14 with total page 176 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Manual offers guidelines for the presentation of monetary and financial statistics. It provides a set of tools for identifying, classifying, and recording stocks and flows of financial assets and liabilities, describes the standard, analytically oriented frame works in which the statistics may be presented, and identifies a set of analytically useful aggregates within those frameworks. The concepts and principles set out in the Manual are harmonized with those of the System of National Accounts 1993.
Download or read book Handbook on Securities Statistics written by Mr.Jose M Cartas and published by International Monetary Fund. This book was released on 2015-06-08 with total page 170 pages. Available in PDF, EPUB and Kindle. Book excerpt: The production of the Handbook on Securities Statistics (the Handbook) is a joint undertaking by the Bank for International Settlements (BIS), the European Central Bank (ECB) and the International Monetary Fund (IMF). They have specific interests and expertise in the area of securities statistics and are the core members of the Working Group on Securities Databases (WGSD). In 2007, the WGSD—originally established by the IMF in 1999—was reconvened in response to various international initiatives and recommendations to improve information on securities markets. The WGSD is chaired by the ECB and includes the BIS, the IMF and the World Bank. Selected experts from national central banks, who participated actively in the various international groups that identified the need to improve data on securities markets, were also invited to contribute to some of the WGSD’s deliberations. In mid-2008, the WGSD agreed to sponsor the development of a handbook on securities statistics. In November 2009, the report entitled “The Financial Crisis and Information Gaps”, which was prepared by the Financial Stability Board (FSB) Secretariat and IMF staff at the request of the Group of Twenty (G-20) finance ministers and central bank governors, endorsed the development of the Handbook, as well as the gradual implementation of improved statistics on issuance and holdings of securities at the national and international level. The BIS’s compilation of data on debt securities plays an important role in this respect. The Handbook sponsors responded to the demand from various international groups for the development of methodological standards for securities statistics and released the Handbook in three parts. Part 1 on debt securities issues was published in May 2009, and Part 2 on debt securities holdings in September 2010. Part 3 of the Handbook on equity securities statistics was published in November 2012. The methodology described in all three parts was based on the System of National Accounts 2008 (2008 SNA) and the sixth edition of the Balance of Payments and International Investment Position Manual (BPM6). The three parts also went slightly beyond the confines of these standards by providing guidance and additional information on, for example, the main features of securities, special and borderline cases, and breakdowns of issues and holdings of securities by counterparty. Special attention was also paid to specific operations such as mergers and acquisitions, restructuring, privatization and nationalization, and transactions between general government and public corporations. From the beginning, the intention was to combine the three parts into one volume, thereby eliminating any overlap and repetitions between the parts. The Handbook’s conceptual framework is complemented by a set of tables for presenting securities data both at an aggregated level and broken down by various features. This should allow sufficient flexibility in the presentation of data on issuance and holdings of securities, in line with developments in securities markets and financing. The Handbook is the first publication of its kind to focus exclusively on securities statistics. Recent turmoil in global financial markets has confirmed the importance of timely, relevant, coherent, and internationally comparable data on securities, from the perspective of monetary policy, fiscal policy, and financial stability analysis. This Handbook provides a conceptual framework for the compilation and presentation of statistics on different types.
Download or read book Probability and Statistics written by Michael J. Evans and published by Macmillan. This book was released on 2004 with total page 704 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unlike traditional introductory math/stat textbooks, Probability and Statistics: The Science of Uncertainty brings a modern flavor based on incorporating the computer to the course and an integrated approach to inference. From the start the book integrates simulations into its theoretical coverage, and emphasizes the use of computer-powered computation throughout.* Math and science majors with just one year of calculus can use this text and experience a refreshing blend of applications and theory that goes beyond merely mastering the technicalities. They'll get a thorough grounding in probability theory, and go beyond that to the theory of statistical inference and its applications. An integrated approach to inference is presented that includes the frequency approach as well as Bayesian methodology. Bayesian inference is developed as a logical extension of likelihood methods. A separate chapter is devoted to the important topic of model checking and this is applied in the context of the standard applied statistical techniques. Examples of data analyses using real-world data are presented throughout the text. A final chapter introduces a number of the most important stochastic process models using elementary methods. *Note: An appendix in the book contains Minitab code for more involved computations. The code can be used by students as templates for their own calculations. If a software package like Minitab is used with the course then no programming is required by the students.
Download or read book SPSS Survival Manual written by Julie Pallant and published by Taylor & Francis. This book was released on 2020-07-16 with total page 378 pages. Available in PDF, EPUB and Kindle. Book excerpt: The SPSS Survival Manual throws a lifeline to students and researchers grappling with this powerful data analysis software. In her bestselling manual, Julie Pallant guides you through the entire research process, helping you choose the right data analysis technique for your project. From the formulation of research questions, to the design of the study and analysis of data, to reporting the results, Julie discusses basic through to advanced statistical techniques. She outlines each technique clearly, providing step by step procedures for performing your analysis, a detailed guide to interpreting data output and examples of how to present your results in a report. For both beginners and experienced users in psychology, sociology, health sciences, medicine, education, business and related disciplines, the SPSS Survival Manual is an essential text. Illustrated with screen grabs, examples of output and tips, it is supported by a website with sample data and guidelines on report writing. This seventh edition is fully revised and updated to accommodate changes to IBM SPSS Statistics procedures, screens and output. 'An excellent introduction to using SPSS for data analysis. It provides a self-contained resource itself, with more than simply (detailed and clear) step-by-step descriptions of statistical procedures in SPSS. There is also a wealth of tips and advice, and for each statistical technique a brief, but consistently reliable, explanation is provided.' - Associate Professor George Dunbar, University of Warwick 'This book is recommended as ESSENTIAL to all students completing research projects - minor and major.' - Dr John Roodenburg, Monash University A website with support materials for students and lecturers is available at www.spss.allenandunwin.com
Download or read book Statistical Manual of the Social Security Board written by United States. Social Security Board and published by . This book was released on 1941 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt:
