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TORRENT DETAILS

[ CourseHulu.com ] Udemy - Introduction To Statistics For Nonmathematicians

TORRENT SUMMARY

[ CourseHulu.com ] Udemy - Introduction to Statistics for nonmathematicians

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1.6 GB in 98 files

Release Date(s)

Torrent Release: 06-12-2021 by user

Infohash

0a5e673b818e2428b3e9780f17da760d359718f9

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DESCRIPTION

Introduction to Statistics for nonmathematicians

https://CourseHulu.com

Last Update: 11/2021
Duration: 4h 3m | Video: .MP4, 1280x720 30 fps | Audio: AAC, 44.1 kHz, 2ch | Size: 1.59 GB
Genre: eLearning | Language: English
From basics to multiple regression

What you'll learn:
To understand and use correctly the basic concepts of statistics
To perform the descriptive analysis of data
To estimate statistical parameters in the population
To perform comparisons between two or more groups using t tests and ANOVA
To perform comparisons between two or more sets of repeated measures using t tests and ANOVA
To understand and perform correlation analysis of data
To build simple and multiple predictive models using linear regression

Requirements:
No specific experience needed
Basic knowledge of arithmetic operations

Description:
In this course you will learn about: basic concepts of statistics (quantification, variables & constants, samples, and populations, randomness, and representativeness, parameters and statistics, units of analysis, databases), scales of measurement (the nominal, the ordinal, the interval, and the ratio scale) and types of variables (continuous & discrete, parametric & nonparametric), how to convert one type of scale into another, basic description of the data (mean, median, mode, range, variance, standard deviation), theoretical & real distributions, standardization (the Z scores), the normal distribution and its properties, hypothesis testing, the probability of the null hypothesis, the Z test, the t-test and the t distributions, the confidence intervals, the independent samples t-test, the repeated measures t-test, the Analysis of Variance (ANOVA) for independent samples and repeated measures, the Pearson correlation, the simple and the multiple linear regression.
In all presentations, the focus is moved from mathematical aspects to basic principles behind each statistical procedure, so that each topic is very easy to understand. The rhythm of the presentation is well calibrated to facilitate the understanding of each new concept.
Each section is followed by several exercises in which you can consolidate your newly acquired knowledge. In addition, you will receive for each section the tables with critical values for your statistical indicators and a document with all exercises resolved to check if you work correctly.
Good luck on your way to becoming an expert in Statistics!

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FILE LIST

Filename		Size
	~Get Your Files Here !/1. 1. Basic concepts of statistics/1. 1.1. Basic concepts of statistics - Part I.mp4	115.7 MB
	~Get Your Files Here !/1. 1. Basic concepts of statistics/1. 1.1. Basic concepts of statistics - Part I.srt	8.7 KB
	~Get Your Files Here !/1. 1. Basic concepts of statistics/1.1 1. Basic concepts of statistics.pdf	653.5 KB
	~Get Your Files Here !/1. 1. Basic concepts of statistics/2. 1.2. Basic concepts of statistics - Part II.mp4	116.7 MB
	~Get Your Files Here !/1. 1. Basic concepts of statistics/2. 1.2. Basic concepts of statistics - Part II.srt	8.3 KB
	~Get Your Files Here !/1. 1. Basic concepts of statistics/3. 1.3. Exercises.mp4	15.3 MB
	~Get Your Files Here !/1. 1. Basic concepts of statistics/3. 1.3. Exercises.srt	1.1 KB
	~Get Your Files Here !/1. 1. Basic concepts of statistics/3.1 1. Resolved exercises.pdf	55.5 KB
	~Get Your Files Here !/10. 10. The repeated measures ANOVA/1. 10.1. Introduction.mp4	3.6 MB
	~Get Your Files Here !/10. 10. The repeated measures ANOVA/1. 10.1. Introduction.srt	1.3 KB
	~Get Your Files Here !/10. 10. The repeated measures ANOVA/1.1 10. One way repeated measures ANOVA.pdf	485.2 KB
	~Get Your Files Here !/10. 10. The repeated measures ANOVA/1.2 The F table.pdf	121.9 KB
	~Get Your Files Here !/10. 10. The repeated measures ANOVA/2. 10.2. The repeated measures ANOVA procedure.mp4	60.5 MB
	~Get Your Files Here !/10. 10. The repeated measures ANOVA/2. 10.2. The repeated measures ANOVA procedure.srt	11.5 KB
	~Get Your Files Here !/10. 10. The repeated measures ANOVA/3. 10.3. Exercises.mp4	7.3 MB
	~Get Your Files Here !/10. 10. The repeated measures ANOVA/3. 10.3. Exercises.srt	1.1 KB
	~Get Your Files Here !/10. 10. The repeated measures ANOVA/3.1 10. Resolved exercises.pdf	288.7 KB
	~Get Your Files Here !/11. 11. The Pearson correlation/1. 11.1. Introduction to linear correlation.mp4	11.9 MB
	~Get Your Files Here !/11. 11. The Pearson correlation/1. 11.1. Introduction to linear correlation.srt	1 KB
	~Get Your Files Here !/11. 11. The Pearson correlation/1.1 1. Correlation.pdf	951.6 KB
	~Get Your Files Here !/11. 11. The Pearson correlation/2. 11.2. The Pearson correlation procedure.mp4	116.7 MB
	~Get Your Files Here !/11. 11. The Pearson correlation/2. 11.2. The Pearson correlation procedure.srt	13.3 KB
	~Get Your Files Here !/11. 11. The Pearson correlation/2.1 The T table.pdf	135.2 KB
	~Get Your Files Here !/11. 11. The Pearson correlation/3. 11.3. Exercises.mp4	7.8 MB
	~Get Your Files Here !/11. 11. The Pearson correlation/3. 11.3. Exercises.srt	1.2 KB
	~Get Your Files Here !/11. 11. The Pearson correlation/3.1 11. Resolved exercises.pdf	260.1 KB
	~Get Your Files Here !/12. 12. The simple linear regression/1. 12.1. Introduction to linear regression.mp4	16.4 MB
	~Get Your Files Here !/12. 12. The simple linear regression/1. 12.1. Introduction to linear regression.srt	1.3 KB
	~Get Your Files Here !/12. 12. The simple linear regression/1.1 12. The simpe linear regression.pdf	1.4 MB
	~Get Your Files Here !/12. 12. The simple linear regression/2. 12.2. The simple linear regression procedure.mp4	208.8 MB
	~Get Your Files Here !/12. 12. The simple linear regression/2. 12.2. The simple linear regression procedure.srt	19.9 KB
	~Get Your Files Here !/12. 12. The simple linear regression/2.1 The F table.pdf	111.9 KB
	~Get Your Files Here !/12. 12. The simple linear regression/3. 12.3. Exercises.mp4	8.7 MB
	~Get Your Files Here !/12. 12. The simple linear regression/3. 12.3. Exercises.srt	1.2 KB
	~Get Your Files Here !/12. 12. The simple linear regression/3.1 12. Resolved exercises.pdf	162.7 KB
	~Get Your Files Here !/13. 13. The multiple linear regression/1. 13.1. The multiple linear regression - Part I.mp4	38.8 MB
	~Get Your Files Here !/13. 13. The multiple linear regression/1. 13.1. The multiple linear regression - Part I.srt	9.9 KB
	~Get Your Files Here !/13. 13. The multiple linear regression/1.1 13. The multiple linear regression.pdf	521.4 KB
	~Get Your Files Here !/13. 13. The multiple linear regression/2. 13.2. The multiple linear regression - Part II.mp4	44.7 MB
	~Get Your Files Here !/13. 13. The multiple linear regression/2. 13.2. The multiple linear regression - Part II.srt	10.3 KB
	~Get Your Files Here !/13. 13. The multiple linear regression/2.1 The F table.pdf	111.9 KB
	~Get Your Files Here !/13. 13. The multiple linear regression/3. 13.3. Exercises.mp4	10.1 MB
	~Get Your Files Here !/13. 13. The multiple linear regression/3. 13.3. Exercises.srt	1.8 KB
	~Get Your Files Here !/13. 13. The multiple linear regression/3.1 13. Resolved exercises.pdf	50.4 KB
	~Get Your Files Here !/2. 2. Scales of measurement & types of variables/1. 2.1. Scales of measurement & types of variables - Part I.mp4	115.8 MB
	~Get Your Files Here !/2. 2. Scales of measurement & types of variables/1. 2.1. Scales of measurement & types of variables - Part I.srt	18.7 KB
	~Get Your Files Here !/2. 2. Scales of measurement & types of variables/1.1 2. Scales of measurement and types of variables-converted.pdf	351.1 KB
	~Get Your Files Here !/2. 2. Scales of measurement & types of variables/2. 2.2. Scales of measurement & types of variables - Part II.mp4	42 MB
	~Get Your Files Here !/2. 2. Scales of measurement & types of variables/2. 2.2. Scales of measurement & types of variables - Part II.srt	9.3 KB
	~Get Your Files Here !/2. 2. Scales of measurement & types of variables/3. 2.3. Exercises.mp4	3.8 MB
	~Get Your Files Here !/2. 2. Scales of measurement & types of variables/3. 2.3. Exercises.srt	1.1 KB
	~Get Your Files Here !/2. 2. Scales of measurement & types of variables/3.1 2. Resolved exercises.pdf	76.6 KB
	~Get Your Files Here !/3. 3. Basic description of the data/1. 3.1. Basic description of the data - Part I.mp4	44.7 MB
	~Get Your Files Here !/3. 3. Basic description of the data/1. 3.1. Basic description of the data - Part I.srt	9.5 KB
	~Get Your Files Here !/3. 3. Basic description of the data/1.1 3. The basic description of the data.pdf	490.5 KB
	~Get Your Files Here !/3. 3. Basic description of the data/2. 3.2. Basic description of the data - Part II.mp4	49 MB
	~Get Your Files Here !/3. 3. Basic description of the data/2. 3.2. Basic description of the data - Part II.srt	9 KB
	~Get Your Files Here !/3. 3. Basic description of the data/3. 3.3. Exercises.mp4	10.1 MB
	~Get Your Files Here !/3. 3. Basic description of the data/3. 3.3. Exercises.srt	1.3 KB
	~Get Your Files Here !/3. 3. Basic description of the data/3.1 3. Resolved exercises.pdf	91.4 KB
	~Get Your Files Here !/4. 4. Standardization. The normal distribution and hypothesis testing/1. 4.1. Standardization. The normal distribution and hypothesis testing - Part I.mp4	37.4 MB
	~Get Your Files Here !/4. 4. Standardization. The normal distribution and hypothesis testing/1. 4.1. Standardization. The normal distribution and hypothesis testing - Part I.srt	8.6 KB
	~Get Your Files Here !/4. 4. Standardization. The normal distribution and hypothesis testing/1.1 4. Standardization. The normal distributions and the Z test.pdf	553.8 KB
	~Get Your Files Here !/4. 4. Standardization. The normal distribution and hypothesis testing/2. 4.2. Standardization. The normal distribution and hypothesis testing - Part II.mp4	62.4 MB
	~Get Your Files Here !/4. 4. Standardization. The normal distribution and hypothesis testing/2. 4.2. Standardization. The normal distribution and hypothesis testing - Part II.srt	10.6 KB
	~Get Your Files Here !/4. 4. Standardization. The normal distribution and hypothesis testing/3. 4.3. Exercises.mp4	7 MB
	~Get Your Files Here !/4. 4. Standardization. The normal distribution and hypothesis testing/3. 4.3. Exercises.srt	1.3 KB
	~Get Your Files Here !/4. 4. Standardization. The normal distribution and hypothesis testing/3.1 4. Resolved exercises.pdf	80.3 KB
	~Get Your Files Here !/5. 5. The t test and the t distributions/1. 5.1. The t test and the t distributions - Part I.mp4	25.8 MB
	~Get Your Files Here !/5. 5. The t test and the t distributions/1. 5.1. The t test and the t distributions - Part I.srt	6.1 KB
	~Get Your Files Here !/5. 5. The t test and the t distributions/1.1 5. The t test and the the t distributionions.pdf	581.7 KB
	~Get Your Files Here !/5. 5. The t test and the t distributions/2. 5.2. The t test and the t distributions - Part II.mp4	24.2 MB
	~Get Your Files Here !/5. 5. The t test and the t distributions/2. 5.2. The t test and the t distributions - Part II.srt	4.9 KB
	~Get Your Files Here !/5. 5. The t test and the t distributions/2.1 The T table.pdf	135.2 KB
	~Get Your Files Here !/5. 5. The t test and the t distributions/3. 5.3. Exercises.mp4	6.4 MB
	~Get Your Files Here !/5. 5. The t test and the t distributions/3. 5.3. Exercises.srt	1.1 KB
	~Get Your Files Here !/5. 5. The t test and the t distributions/3.1 5. Resolved exercises.pdf	74.2 KB
	~Get Your Files Here !/6. 6. The confidence intervals/1. 6.1. Confidence intervals - Part I.mp4	27.9 MB
	~Get Your Files Here !/6. 6. The confidence intervals/1. 6.1. Confidence intervals - Part I.srt	5.3 KB
	~Get Your Files Here !/6. 6. The confidence intervals/1.1 6. Confidence intervals. Estimating a mean and a percentage in the population.pdf	343.5 KB
	~Get Your Files Here !/6. 6. The confidence intervals/1.2 The T table.pdf	135.2 KB
	~Get Your Files Here !/6. 6. The confidence intervals/2. 6.2. Confidence intervals - Part II.mp4	22.6 MB
	~Get Your Files Here !/6. 6. The confidence intervals/2. 6.2. Confidence intervals - Part II.srt	4.1 KB
	~Get Your Files Here !/6. 6. The confidence intervals/3. 6.3. Exercises.mp4	11.1 MB
	~Get Your Files Here !/6. 6. The confidence intervals/3. 6.3. Exercises.srt	1.7 KB
	~Get Your Files Here !/6. 6. The confidence intervals/3.1 6. Resolved exercises.pdf	77.1 KB
	~Get Your Files Here !/7. 7. The independent samples t test/1. 7.1. The independent samples t test - Part I.mp4	35.8 MB
	~Get Your Files Here !/7. 7. The independent samples t test/1. 7.1. The independent samples t test - Part I.srt	7.2 KB
	~Get Your Files Here !/7. 7. The independent samples t test/1.1 7. The independent samples t test.pdf	400.2 KB
	~Get Your Files Here !/7. 7. The independent samples t test/2. 7.2. The independent samples t test - Part II.mp4	17 MB
	~Get Your Files Here !/7. 7. The independent samples t test/2. 7.2. The independent samples t test - Part II.srt	3 KB
	~Get Your Files Here !/7. 7. The independent samples t test/2.1 The T table.pdf	135.2 KB
	~Get Your Files Here !/7. 7. The independent samples t test/3. 7.3. Exercises.mp4	5.9 MB
	~Get Your Files Here !/7. 7. The independent samples t test/3. 7.3. Exercises.srt	1.1 KB
	~Get Your Files Here !/7. 7. The independent samples t test/3.1 7. Resolved exercises.pdf	73.7 KB
	~Get Your Files Here !/8. 8. The repeated measures t test/1. 8.1. The repeated measures t test - Part I.mp4	24 MB
	~Get Your Files Here !/8. 8. The repeated measures t test/1. 8.1. The repeated measures t test - Part I.srt	4.1 KB
	~Get Your Files Here !/8. 8. The repeated measures t test/1.1 8. The repeated measures t test.pdf	425 KB

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