SKU: 74154491501

Business Statistics for Decision Making

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Description

Business Statistics for Decision MakingCOURSE OVERVIEW: Welcome to the Business Statistics for Decision Making course. This program will equip you with the skills and knowledge to understand what business statistics is, use it appropriately in everyday decisions, and recognise when numbers are being misapplied or misinterpreted. Throughout this course, you will learn why statistics are such a powerful and relatively low cost tool in business, how to spot situations where statistics should

COURSE OVERVIEW:

Welcome to the Business Statistics for Decision Making course. This program will equip you with the skills and knowledge to understand what business statistics is, use it appropriately in everyday decisions, and recognise when numbers are being misapplied or misinterpreted. Throughout this course, you will learn why statistics are such a powerful and relatively low-cost tool in business, how to spot situations where statistics should not be used, what leads to the underuse and overuse of statistics, and how statistical information can sometimes be used to misinform rather than inform if assumptions and context are ignored.

The course begins by clarifying the foundations of business statistics so that you can see exactly what role it plays in decision making. You explore what business statistics is, the importance of statistics in supporting business decisions, and how statistics can be used to determine when not to rely on statistical approaches at all. You consider why statistics are often a cheap and efficient way to gain insight, the factors that lead to the underuse and overuse of statistics in organisations, and the ways in which statistics can be distorted or selectively presented to mislead decision makers instead of supporting sound judgement.

The focus then shifts to the core concepts and categories of statistical work that underpin common business applications. You examine the statistical assumptions that sit behind particular techniques and situations, the relationship between mathematics and statistics, and the range of contexts in which statistics is used in business. You distinguish clearly between descriptive and inferential statistics, review examples of questions that call for descriptive summaries versus questions that require inferential conclusions, and build an understanding of what constitutes a statistical study and a well-structured statistical report so you can better judge the quality and relevance of the analyses you encounter.

Attention then turns to measurement, data, and error so that you can work more confidently with real-world information. You explore what measurement means in a statistical setting and how values that are not numbers can still be captured and analysed. You look at what “data” means in statistics, the different levels of measurement and how they affect the techniques you can use, and what is meant by error in statistics. You also learn how to clean your data to address obvious mistakes and inconsistencies, and you examine two key ways of being wrong—validity and reliability—so that you can recognise when results may not mean what they appear to mean.

The course then explores sampling, populations, and analysis as the bridge between raw data and business insight. You investigate what sampling is in statistics, the most common types of samples used in practice, and what is meant by a population in contrast to a sample. You consider what analysis means in statistics, how to summarise data in ways that are meaningful and accurate, and when a number qualifies as a “statistic” rather than just a raw figure. You also gain an introductory understanding of what is meant by a statistical technique, linking everyday business questions to appropriate methods for describing, comparing, or drawing conclusions from data.

By the end of this course, you will be able to explain clearly what business statistics is, why it matters for decision making, and how to recognise situations where statistics are being underused, overused, or misused. You will understand the difference between descriptive and inferential statistics, the basics of measurement, data quality, error, sampling, and populations, and the structure of statistical studies and reports. Most importantly, you will be equipped to engage more confidently with statistical information, ask better questions about data and methods, and apply statistics as a practical tool to support clearer, more reliable business decisions.

LEARNING OUTCOMES:

By the end of this course, you will be able to understand:

  • What business statistics is?
  • The importance of business statistics in business decisions
  • How to use statistics to find out when not to use statistics?
  • Why statistics are cheap?
  • The things that lead to the underuse of statistics
  • The things that lead to the overuse of statistics
  • How statistics can be used to misinform, rather than inform?
  • Statistical assumptions of statistical technique situations
  • Math and statistics
  • Where is statistics used?
  • Descriptive and inferential statistics
  • Examples of questions that call for descriptive statistics
  • Examples of questions that call for inferential statistics
  • The statistical study
  • The statistical report
  • What is measurement?
  • Values that aren’t numbers
  • What is data in statistics?
  • The different levels of measurement
  • What is error in statistics?
  • How to clean your data?
  • Two ways of being wrong: validity and reliability
  • What is a sampling in statistics?
  • The most common types of samples
  • What is a population?
  • What is analysis in statistics?
  • How to summarise data?
  • When is a number a statistic?
  • What is a statistical technique?

COURSE DURATION:

The typical duration of this course is approximately 2-3 hours to complete. Your enrolment is Valid for 12 Months. Start anytime and study at your own pace.

ASSESSMENT:

A simple 10-question true or false quiz with Unlimited Submission Attempts.

CERTIFICATION:

Upon course completion, you will receive a customised digital “Certificate of Completion”.

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SKU: 74154491501

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KAB
Chelsea, US
★★★★★ 5
Great Read!!! Great story!!!
Format: Kindle
The series is long, but Ms. Wolfhart does a fantastic job of weaving this tale while bringing so much to the characters. Surprises and plot twists along the way to keep you intrigued. There is some graphic sex, but is no way the focal point. Grammar was excellent (a rare find with a lot of self publishers) with only a few noted errors. I rarely give 4 stars, let alone 5.
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Reviewed in the United States on April 30, 2021
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Elisa
Los Angeles, US
★★★★★ 3
Sadly, DNF
Format: Kindle
I read this thru KU. I LOVED the synopsis. And then I began reading... and it was a DNF at 68% after picking it up and putting it down several times because I really loved the main female character. *****SPOILERS***** Pros: The world is unique, intriguing and fun. The primary female character is bad-a** but not a b*tech or a mary sue. The primary female has depth. I really want to know what happens to her even tho it's been weeks and I don't remember her name. The villains to the point I read are pretty good -- an ever present threat of mysterious and possibly many culprits. Cons: Way, way too many points of view. I stopped counting at 7. It's the prime reason why I don't care about most of the characters or remember their names even when I like them. There's just too many points of view so almost none of the characters have enough book space for the author to properly develop them. This literally killed the book for me. Actually it killed my desire to read. For weeks. The main male is more villain than hero. He agreed to marry the main female then locks her up & eschews her for her sister, all while bad mouthing her as unfit to rule when he never spent any time with her getting to know her. He is actually unfit to rule as he is blind to the woes of his own kingdom and starts off a peace mission to secure a ceasefire through marriage by murdering an inn full of people in her country for no real reason. Plus, he constantly makes promises he does not keep. And it's gross of him to pine for the sister behind the main female's back. ***** As much as I really wanted to see what happened to the main female character, it wasn't enough for me to keep trying to slog thru this book. There was a lot of potential here that just fell short. Hence, 3 stars.
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Reviewed in the United States on June 19, 2021
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MaryBeth K
Lexington, US
★★★★★ 5
Fae Courts with High Intrigue
Format: Kindle
This book is one that just builds and builds and then surprises you to no end. You may think you know the villains and then you are jolted in another direction. Princess Reyna is a real gem, strong of character, a fierce fighter, and loyal to her family and kingdom. Just when you think she and Lorcan, well you know, the plot is flipped. Can't wait to see where this goes in book two.
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Reviewed in the United States on July 7, 2023
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Kindle Customer Maureen
Phoenix, US
★★★★★ 4
Slow, sorry but good
Format: Kindle
This was a slow moving book. Lots of character pov chapters, lots of superfluous descriptions and endless courtly appearances stalled this book to start. Once you get into the heart of the story, it takes off. Before you know it the book is done. My favorite character is Reyna. She is so strong. She is true to herself. She gets into a lot of trouble with her headstrong ways but it's entertaining. I have high hopes for Lorcan. He is honorable to a fault. Thane had turned out to be better than I thought but i still don't like him. Eislin is useless. Great plot twists at the end. I'm looking forward too book 2.
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Reviewed in the United States on June 6, 2020
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Faifre6
Natrona Heights, US
★★★★★ 5
Very detailed! Beautiful world building! Strong Heroine!
Format: Kindle
Starts off a little slow and confusing with different POV’s, but starts to all come together towards the middle to make an elaborate plot line and makes it all worth it. Beautiful world building and attention to detail as well as great writing. The cliffhanger was gut wrenching! Can’t wait for the next book!
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Reviewed in the United States on March 4, 2020

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