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Ücretsiz Dersi AlMATH 2212 • Midterm • Engineering Statistics
Bu dersimizde Uygulamalı İstatistik'in temellerini atıyoruz.
Bu dersin içeriğinde bulunan konular ise şu şekilde: 1) Descriptive Statistics 2) Sampling Distributions 3) Point Estimation 4) Confidence Interval for Single Sample 5) Confidence Interval for Two Samples 6) Hypothesis Testing for Single Sample 7) Hypothesis Testing for Two Samples
Konular
Sampling Distributions: Part 1
Sample Mean
Sample Variance
Example 1
Central Limit Theorem
Example 2
Example 3
Example 4
Example 5
Example 6
Normal Approximation to Binomial Distribution
Normal Approximation to Poisson Distribution
Sampling Distributions: Part 2
Reading Z Table - Option 1
Reading Z Table - Option 2
Reading T Table
Reading Chi Table
Reading F Table
Z Distribution
Example 1
Exam Like Question 1
Chi Square Distribution
Example 2
T Distribution
Example 3
Example 4
Exam Like Question 2
F Distribution
Example 5
Example 6
Sample Midterm Problems I
Z Distribution 1
Z Distribution 2
Z Distribution 3
Z Distribution 4
Z Distribution 5
Z Distribution 6
Z Distribution 7
Z Distribution 8
Z Distribution 9
Z Distribution 10
Normal Approximation to Binomial Distribution 1
Normal Approximation to Binomial Distribution 2
Normal Approximation to Binomial Distribution 3
T Distribution 1
T Distribution 2
T Distribution 3
Chi Square Distribution 1
Chi Square Distribution 2
Chi Square Distribution 3
Chi Square Distribution 4
F Distribution 1
F Distribution 2
All Distributions 1
All Distributions 2
Point Estimation
Introduction
Biasedness
Example 1
Exam like Question 1
Exam like Question 2
Exam like Question 3
Exam like Question 4
Consistency and Mean Squared Error (MSE)
Method of Maximum Likelihood
Exam Like Question 1
Exam Like Question 2
Exam Like Question 3
Confidence Interval - One Population
Introduction
Table Values
Confidence Interval for Means( Sigma known)
Example 1
Example 2
Example 3
Confidence Interval for Means (sigma unknown)
Example 1
Example 2
Confidence Interval for Proportions
Example 1
Example 2
Confidence Interval for Variance
Example 1
Example 2
Example 3
Confidence Interval - Two Populations
Confidence Interval For Difference Between Means ( sigma known)
Example 1
Example 2
Confidence Interval For Difference Between Means ( sigma unknown)
Example 1
Example 2
Confidence Interval for Difference Between Proportions
Example 1
Example 2
Confidence Interval for Ratio of Variances
Example
Chapter Summary
Sample Midterm Problems II
Unbiased Estimators 1
Unbiased Estimators 2
Unbiased Estimators 3
Efficient Estimators 1
Efficient Estimators 2
Maximum Likelihood Estimators 1
Maximum Likelihood Estimators 2
Confidence Interval Summary
C.I. of Mean (Known Variance) 1
C.I. of Mean (Known Variance) 2
C.I. of Mean (Known Variance) 3
C.I. of Mean (Unknown Variance) 1
C.I. of Mean (Unknown Variance) 2
C.I. of Mean (Unknown Variance) 3
C.I. of Proportion 1
C.I. of Proportion 2
C.I. of Variance 1
C.I. of Variance 2
C.I. of Variance 3
C.I. of Difference of Means (Known Variances) 1
C.I. of Difference of Means (Known Variances) 2
C.I. of Difference of Means (Unknown Variances) 1
C.I. of Difference of Means (Unknown Variances) 2
C.I. of Difference of Means (Unknown Variances) 3
C.I. of Difference Between Proportions 1
C.I. of Differences Between Proportions 2
C.I. of Proportion of Variances 1
Hypotheses and Test Procedures
Introduction
Terminology
Example 1
Example 2
Example 3
Hypothesis Testing - Single Population
Introduction
Tests for Mean
Example 1
Example 2
Example 3
Example 4
Tests for Proportion
Example 5
Example 6
Tests for Variances
Example 7
Example 8
Hypothesis Testing - Two Populations
Tests for Difference Between Means
Example 1
Example 2
Example 3
Example 4
Tests for Ratio of Two Variances
Example 5
Example 6
Sample Midterm Problems III
Hypothesis Testing and Test Procedures 1
Hypothesis Testing and Test Procedures 2
Hypothesis Testing about Population Mean 1
Hypothesis Testing about Population Mean 2
Hypothesis Testing about Population Mean 3
Hypothesis Testing about Population Mean 4
Hypothesis Testing about Proportions 1
Hypothesis Testing about Proportions 2
Hypothesis Testing about Proportions 3
Hypothesis Testing for Variance 1
Hypothesis Testing for Variance 2
Tests for Difference Between Means 1
Tests for Difference Between Means 2
Testing about Differences of Proportions 1
Testing about Differences of Proportions 2
Eğitmenler
İhsan Altundağ
Eğitmen
2007 yılında Galatasaray Üniversitesi Bilgisayar Mühendisliği bölümünden birincilikle mezun olduktan sonra Fransa'da Kriptoloji üzerine Fransa hükümeti tarafından verilen bursla yüksek lisans yaptım. Devamında ikinci kez sınava girerek Boğaziçi Matematik bölümünü de bitirdim. Yaklaşık 15 yıldır üniversite öğrencilerine dersler vermekteyim.
Ömer Faruk Altun
Co-founder & Head of Education
2011 yılında Endüstri Mühendisliği okumak için başladığım Sabancı Üniversitesi'nden 2018 yılında Bilgisayar Mühendisi olarak mezun oldum. 11 yıldır Altun ismiyle başta Sabancı Üniversitesi olmak üzere çeşitli okullarda Endüstri ve Bilgisayar Mühendisliği alanlarında ders vermekteyim. Unicourse'ta sunduğum derslerin yanında eğitim departmanının da sorumluluğunu üstlenmekteyim.
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