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Tag: Statistics

Statistics with Python Specialization
MP4 | Video: 1280X720 | Audio: AAC 44.1 Khz , 1ch | Duration: 21h 9 min | Language: English | Subtitles: Multilanguage | 3.5 GB
Understanding and Visualizing Data with Python
In this course, learners will be introduced to the field of statistics, including where data come from, study design, data management, and exploring and visualizing data. Learners will identify different types of data, and learn how to visualize, analyze, and interpret summaries for both univariate and multivariate data. Learners will also be introduced to the differences between probability and non-probability sampling from larger populations, the idea of how sample estimates vary, and how inferences can be made about larger populations based on probability sampling.

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Uncertainty The Soul of Modeling, Probability & Statistics
Uncertainty: The Soul of Modeling, Probability & Statistics By William Briggs
2016 | 280 Pages | ISBN: 3319819585 | EPUB | 2 MB
This book presents a philosophical approach to probability and probabilistic thinking, considering the underpinnings of probabilistic reasoning and modeling, which effectively underlie everything in data science. The ultimate goal is to call into question many standard tenets and lay the philosophical and probabilistic groundwork and infrastructure for statistical modeling. It is the first book devoted to the philosophy of data aimed at working scientists and calls for a new consideration in the practice of probability and statistics to eliminate what has been referred to as the "Cult of Statistical Significance."The book explains the philosophy of these ideas and not the mathematics, though there are a handful of mathematical examples. The topics are logically laid out, starting with basic philosophy as related to probability, statistics, and science, and stepping through the key probabilistic ideas and concepts, and ending with statistical models.Its jargon-free approach asserts that standard methods, such as out-of-the-box regression, cannot help in discovering cause. This new way of looking at uncertainty ties together disparate fields probability, physics, biology, the soft sciences, computer science because each aims at discovering cause (of effects). It broadens the understanding beyond frequentist and Bayesian methods to propose a Third Way of modeling."

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Applied Statistics with R A Practical Guide for the Life Sciences
English | 2021 | ISBN: 0198869339 | 334 pages | True PDF | 8.26 MB
The statistical analyses that students of the life-sciences are being expected to perform are becoming increasingly advanced. Whether at the undergraduate, graduate, or post-graduate level, this book provides the tools needed to properly analyze your data in an efficient, accessible, plainspoken, frank, and occasionally humorous manner, ensuring that readers come away with the knowledge of which analyses they should use and when they should use them.
The book uses the statistical language R, which is the choice of ecologists worldwide and is rapidly becoming the ‘go-to’ stats program throughout the life-sciences. Furthermore, by using a single, real-world dataset throughout the book, readers are encouraged to become deeply familiar with an imperfect but realistic set of data. Indeed, early chapters are specifically designed to teach basic data manipulation skills and build good habits in preparation for learning more advanced analyses.

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Statistics Laminate Reference Chart Parameters, Variables, Intervals, Proportions
Inc. BarCharts, "Statistics Laminate Reference Chart: Parameters, Variables, Intervals, Proportions "
English | ISBN: 1572229446 | 2005 | pages | PDF | 1021 KB
This guide is a perfect overview for the topics covered in introductory statistics courses.

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How To Make Sense Of Statistics

How To Make Sense Of Statistics
pdf | 6.36 MB | English | Isbn:‎ 1526413825 | Author: Stephen Gorard | Year: 2021

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Stochastic Models, Statistics and Their Applications Dresden, Germany, March 2019
Stochastic Models, Statistics and Their Applications: Dresden, Germany, March 2019 by Ansgar Steland
English | PDF | 2019 | 450 Pages | ISBN : 3030286649 | 8.7 MB
This volume presents selected and peer-reviewed contributions from the 14th Workshop on Stochastic Models, Statistics and Their Applications, held in Dresden, Germany, on March 6-8, 2019. Addressing the needs of theoretical and applied researchers alike, the contributions provide an overview of the latest advances and trends in the areas of mathematical statistics and applied probability, and their applications to high-dimensional statistics, econometrics and time series analysis, statistics for stochastic processes, statistical machine learning, big data and data science, random matrix theory, quality control, change-point analysis and detection, finance, copulas, survival analysis and reliability, sequential experiments, empirical processes, and microsimulations.

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IBM SPSS Statistics 27.0.0 (1) IF007 (IF0013)

IBM SPSS Statistics 27.0.0 (1) IF007 (IF0013) | 3.5 Gb
Languages: English, Português, Français, Deutsch, Italiano, 日本語, 한국어, Polski,
Русский, Español, Simplified 中文, Thaditional 中文.

Product:IBM SPSS Statistics
Version:27.0.0 (1) IF007 (IF0013) *
Supported Architectures:x64
Website Home Page :

www.ibm.com

Languages Supported:multilanguage
System Requirements:PC / macOs **
Size:3.5 Gb
IBM has released an interim fixes to SPSS Statistics 27.0.0 (1) is the world’s leading statistical software used to solve business and research problems by means of ad-hoc analysis, hypothesis testing, and predictive analytics.

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The Basic Practice of Statistics, 9th Edition

The Basic Practice of Statistics, 9th Edition
epub | 147.11 MB | English | Isbn:‎ 978-1319042578 | Author: Moore, David S.; Notz, William I.; Fligner, Michael, William I. Notz | Year: 2021

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Basic Statistics with R - Reaching Decisions with Data []

Basic Statistics with R – Reaching Decisions with Data []
epub | 9.51 MB | English | Isbn:‎ 978-0128207888 | Author: Stephen C. Loftus | Year: 2021

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Introduction to Statistics An Intuitive Guide for Analyzing Data and Unlocking Discoveries
Introduction to Statistics: An Intuitive Guide for Analyzing Data and Unlocking Discoveries by Jim Frost
English | August 13, 2020 | ISBN: 1735431109 | EPUB | 255 pages | 0.9 MB
Learn Statistics Without Fear!

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