Bu dersimize Random Sampling ile başlıyor ve Uygulamalı İstatistik'in temellerini atıyoruz.
Sonrasında her bir Sampling Distribution için kullanım alanları, tablo okumaları ve örnek üzerinde uygulamalarını görüyoruz. Dersi bitirirken çıkmış sınav soruları ve konu özeti ile de sınava tamamen hazır hale geliyoruz. Bu dersin içeriğinde bulunan konular ise şu şekilde: 1) Random Sampling 2) Z Distribution 3) Chi-Square Distribution 4) T Distribution 5) F Distribution 6) Point Estimation 7) Confidence Interval for Single Sample 8) Confidence Interval for Two Samples
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
Sampling Distributions Summary
Chapter Summary
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
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 - One Population
Introduction
Table Values
Confidence Interval for Means( Sigma known)
Example 1
Example 2
Example 3
Exam-like Question 1
Confidence Interval for Means (sigma unknown)
Example 1
Example 2
Confidence Interval for Proportions
Example 1
Example 2
Exam-like Question 1
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
Exam-like Question 1
Confidence Interval For Difference Between Means ( sigma unknown)
Example 1
Example 2
Exam-like Question
Confidence Interval for Difference Between Proportions
Example 1
Example 2
Confidence Interval for Ratio of Variances
Example
Chapter Summary
Prediction Interval for Means
Prediction Interval for Means
Example 1
Example 2
Example 3
Exam Like Question 1
Sample Midterm Problems III
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
Prediction Interval for Means 1
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.
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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