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Introduction to Statistical Concepts and Formulas: A Guide for Beginners, Cheat Sheet of Mathematical Statistics

A basic introduction to statistical concepts and formulas, covering topics such as sample distribution, confidence intervals, hypothesis testing, linear regression, and correlation. It includes examples and formulas to illustrate the concepts and provides a foundation for understanding statistical analysis.

Typology: Cheat Sheet

2022/2023

Available from 03/06/2025

carolyn-santana
carolyn-santana 🇮🇩

2 documents

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BASTAT
- Sample distribution
Sample Mean :
X=ΣX
n
Population Mean :
μ=Σ X
m
Population StDev :
σ=
Standard Error :
SE=σ
CONTOH
Apple in wonderland (n=1)
CONTOH LAIN :
Apple in wonderland (n=9)
CASE STUDY (n=1) : (n=100) :
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BASTAT

- Sample distribution Sample Mean : X^ =^

ΣX

n Population Mean : μ=^

Σ X

m Population StDev : σ =√❑ Standard Error : SE=^ σ √❑ CONTOH Apple in wonderland (n=1) CONTOH LAIN : Apple in wonderland (n=9) CASE STUDY (n=1) : (n=100) :

CASE STUDY INTERVAL :

- Confidence interval DoC Z 90% 1, 95% 1, 99% 2, Parameter Formula :

- Hipotesis H0 →sesuai kondisi yang diketahui H1 →kebalikan dari kondisi yang diketahui CONTOH :

CONTOH LAIN :

Two Sample

CONTOH VARIANS SEJATI DIKETAHUI : CONTOH VARIANS TIDAK DIKETAHUI :

- Linear Regression

Correlation Correlation koefisiennya − 1 ≤ r ≤ 1

- ANOVA