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Avis et commentaires pour d'étudiants pour Basic Data Descriptors, Statistical Distributions, and Application to Business Decisions par Université de Rice

4.7
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2,306 évaluations
394 avis

À propos du cours

The ability to understand and apply Business Statistics is becoming increasingly important in the industry. A good understanding of Business Statistics is a requirement to make correct and relevant interpretations of data. Lack of knowledge could lead to erroneous decisions which could potentially have negative consequences for a firm. This course is designed to introduce you to Business Statistics. We begin with the notion of descriptive statistics, which is summarizing data using a few numbers. Different categories of descriptive measures are introduced and discussed along with the Excel functions to calculate them. The notion of probability or uncertainty is introduced along with the concept of a sample and population data using relevant business examples. This leads us to various statistical distributions along with their Excel functions which are then used to model or approximate business processes. You get to apply these descriptive measures of data and various statistical distributions using easy-to-follow Excel based examples which are demonstrated throughout the course. To successfully complete course assignments, students must have access to Microsoft Excel. ________________________________________ WEEK 1 Module 1: Basic Data Descriptors In this module you will get to understand, calculate and interpret various descriptive or summary measures of data. These descriptive measures summarize and present data using a few numbers. Appropriate Excel functions to do these calculations are introduced and demonstrated. Topics covered include: • Categories of descriptive data • Measures of central tendency, the mean, median, mode, and their interpretations and calculations • Measures of spread-in-data, the range, interquartile-range, standard deviation and variance • Box plots • Interpreting the standard deviation measure using the rule-of-thumb and Chebyshev’s theorem ________________________________________ WEEK 2 Module 2: Descriptive Measures of Association, Probability, and Statistical Distributions This module presents the covariance and correlation measures and their respective Excel functions. You get to understand the notion of causation versus correlation. The module then introduces the notion of probability and random variables and starts introducing statistical distributions. Topics covered include: • Measures of association, the covariance and correlation measures; causation versus correlation • Probability and random variables; discrete versus continuous data • Introduction to statistical distributions ________________________________________ WEEK 3 Module 3: The Normal Distribution This module introduces the Normal distribution and the Excel function to calculate probabilities and various outcomes from the distribution. Topics covered include: • Probability density function and area under the curve as a measure of probability • The Normal distribution (bell curve), NORM.DIST, NORM.INV functions in Excel ________________________________________ WEEK 4 Module 4: Working with Distributions, Normal, Binomial, Poisson In this module, you'll see various applications of the Normal distribution. You will also get introduced to the Binomial and Poisson distributions. The Central Limit Theorem is introduced and explained in the context of understanding sample data versus population data and the link between the two. Topics covered include: • Various applications of the Normal distribution • The Binomial and Poisson distributions • Sample versus population data; the Central Limit Theorem...

Meilleurs avis

SN

20 août 2021

This was a really enjoyable course, but challenging too. I struggled a bit with the final assignment, but nailed it in the end. My statistical knowledge base has indeed been enhanced by this course.

GG

22 août 2017

The course has been designed in a manner to give maximum understanding of the concept. The Quizzes are really grilling. and helps you strengthen the knowledge gained from the lecture videos.

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251 - 275 sur 392 Avis pour Basic Data Descriptors, Statistical Distributions, and Application to Business Decisions

par Ram M

6 déc. 2020

Great instructor!

par Aparna C

1 oct. 2020

Excellent Course.

par Benjamìn A G

3 févr. 2019

All is excellent!

par Mahua M

3 févr. 2018

very good course.

par Isabel

31 mai 2017

Good explanations

par Xin G

3 mars 2017

Useful for excel!

par Thalari A

17 mai 2022

super experience

par Mubarak A M

17 nov. 2021

Excellent course

par Sofie W

29 sept. 2021

it was educative

par Joash D

24 févr. 2021

exceptional work

par Shubham C

12 sept. 2020

Nice explanation

par Me

27 juin 2020

Very Good Course

par Venkatesan J

27 juin 2020

Excellent Course

par Ankita

19 juil. 2018

Excellent course

par INDRANI M

30 août 2021

G​reat learning

par THUNYAPAT T

20 juin 2020

great course!!!

par Edilson S

26 mai 2019

Amazing Course!

par William B

30 mai 2017

Amazing course!

par Pratibha k

13 mars 2022

well explained

par Kriti A

16 sept. 2021

Amazing course

par Vipul R G

5 juil. 2020

Thank you Prof

par Uchenna V O

14 avr. 2020

Very organised

par Jyothi

24 févr. 2020

Good Learning!

par Akash P

14 oct. 2018

Super teaching

par Wendy N

18 avr. 2018

GREAT COURSE!!