| 000 -LEADER |
|---|
| fixed length control field |
04029nam a22003257a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20260902092957.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
260902b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9786214272600 [newsprint] |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
University of Cebu-Banilad |
| Transcribing agency |
University of Cebu-Banilad |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Bairan, Bonifacio P., |
| Relator term |
author. |
| 245 ## - TITLE STATEMENT |
|---|
| Title |
Business statistics with probability concepts / |
| Statement of responsibility, etc |
Dr. Bonifacio P. Bairan. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication, distribution, etc |
Quezon City : |
| Name of publisher, distributor, etc |
Unlimited Books Library Services & Publishing Inc., |
| Date of publication, distribution, etc |
c2025. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
viii, 237 pages : |
| Other physical details |
illustrations (black & white) ; |
| Dimensions |
25.4 cm. |
| 336 ## - CONTENT TYPE |
|---|
| Source |
rdacontent |
| Content type term |
text |
| 337 ## - MEDIA TYPE |
|---|
| Source |
rdamedia |
| Media type term |
unmediated |
| 338 ## - CARRIER TYPE |
|---|
| Source |
rdacarrier |
| Carrier type |
volume |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical references. |
| 505 ## - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Contents: Preface — Introduction — Chapter 1 Basic concepts of statistics — Chapter 2 Data collection and quality — Chapter 3 Descriptive statistics — Chapter 4 Probability concepts — Chapter 5 Inferential statistics — Chapter 6 Regression analysis — Chapter 7 Time series analysis — Chapter 8 Non-parametric statistics — Chapter 9 Quality control and six sigma — Chapter 10 Business analytics and data mining — Bibliography. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
"In today's data-driven business landscape, the ability to analyze and interpret vital discipline that empowers decision-makers with quantitative tools to make can gain insights that drive operational efficiencies, enhance customer satisfaction, choices. professionals and ultimately boost profitability.<br/><br/>fundamental concepts of statistics and their practical application in business This textbook serves as a comprehensive guide for understanding the settings. We begin with a foundational overview of key statistical concepts, defining important terms, and discussing the significance of statistics in effective decision-making.<br/><br/>Chapter 1 categorizes data into qualitative and quantitative types, explores measurement scales (nominal, ordinal, interval, and ratio), and distinguishes between descriptive and inferential statistics while clarifying the relationship between populations and samples. Chapter 2 emphasizes the significance of data collection methods in ensuring high-quality data, detailing techniques that enhance designing effective surveys. accuracy, completeness, consistency, and timeliness, as well as best practices for<br/><br/>Chapter 3 focuses on descriptive statistics, highlighting various types of<br/><br/>descriptive analysis and effective data visualization techniques for clear and impactful presentation. In Chapter 4, foundational probability concepts are introduced, covering essential principles, rules, and applications relevant to business statistics, including probability distributions, the Central Limit Theorem, and the Law of Large Numbers. Chapter 5 advances to inferential statistics, explaining estimation methods, hypothesis testing, and the critical roles of p-values and significance levels in validating decisions based on sample data.<br/><br/>Moving forward, Chapter 6 discusses regression analysis, including simple and multiple regression techniques, with an emphasis on interpreting outputs for business applications. Chapter 7 presents time séries analysis, examining its components (trend, seasonality, cyclic patterns, and irregular fluctuations) and forecasting techniques such as moving averages and exponential smoothing to aid strategic planning. Chapter 8 covers non-parametric statistics, differentiating between parametric and non-parametric tests and introducing common tests like the Chi-Square Test and the Mann-Whitney U Test for non-normally distributed data." —Preface |
| 521 ## - TARGET AUDIENCE NOTE |
|---|
| Target audience note |
Adult |
| 541 ## - IMMEDIATE SOURCE OF ACQUISITION NOTE |
|---|
| Source of acquisition |
Purchased |
| Deans/Chairperson |
Biore, Christopher |
| Department |
College of Business and Accountancy |
| Subject Category |
Business / Management |
| 546 ## - LANGUAGE NOTE |
|---|
| Language note |
Text in English |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Commercial statistics. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Probabilities. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Decision making |
| General subdivision |
Statistical methods. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
|
| Type of record |
Filipiniana |
| 998 ## - LOCAL CONTROL INFORMATION (RLIN) |
|---|
| Encoded by |
Gian [new] |
| Date encoded |
09/02/2026 |
