Probability theory and mathematical statistics for use in data analysis. Textbook
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The textbook 'Probability Theory and Mathematical Statistic for Applications in Data Analysis' in English (Russian title — "Теория вероятностей и математическая статистика для применения в анализе данных") prepares readers for successful work with information within the framework of modern data science (Data Science). The productive development of the digital economy is impossible without the ability of specialists to competently and effectively operate the continuously incoming stream of digital statistical data. To process such data and make management decisions based on data, skills and abilities at both technical and theoretical levels are required, allowing for generalizations and conclusions based on the received information. The textbook systematically covers traditional topics of probability theory and mathematical statistics courses as the theoretical basis for data analysis. All course questions are considered using statistical functions and the Excel data analysis package. The course is supplemented with examples, problems, and test questions for self-assessment. The textbook consists of 20 chapters, an introduction, and a conclusion.
The textbook can be used by students and teachers at universities (in particular, the Financial University under the Government of the Russian Federation) in the course of the discipline "Data Analysis" (disciplines of the basic part of the mathematical cycle of disciplines in the direction of training 38.03.01 "Economics", profiles: "International Finance" (in English), "International Trade and Taxation" (in English), "World Economy and International Business" (with partial implementation in English), "World Finance" (with partial implementation in English), "International Business of Energy Companies" (with partial implementation in English), bachelor's degree programs. Approved by the council of the department of mathematics, protocol №03 from September 23, 2022.
The textbook can be used by students and teachers at universities (in particular, the Financial University under the Government of the Russian Federation) in the course of the discipline "Data Analysis" (disciplines of the basic part of the mathematical cycle of disciplines in the direction of training 38.03.01 "Economics", profiles: "International Finance" (in English), "International Trade and Taxation" (in English), "World Economy and International Business" (with partial implementation in English), "World Finance" (with partial implementation in English), "International Business of Energy Companies" (with partial implementation in English), bachelor's degree programs. Approved by the council of the department of mathematics, protocol №03 from September 23, 2022.
Author:
Author:Pyrkina Olga Evgenyevna
Cover:
Cover:hardcover
Category:
- Category:Business & Money
- Category:Science & Math
Dimensions:
Dimensions:20.8x14.5x3.5 cm
ISBN:
ISBN:978-5-00172-475-9
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