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Statistics Review- Parameter Estimation
Introduction
Reminder 1
Reminder 2
Method of Moment
Example 1 -Method of Moments (Exponential)
Example 2- Method of Moments (Normal)
Maximum Likelihood Estimation
Example 3 - Maximum Likelihood (Exponential)
Example 4- Maximum Likelihood (Normal)
Example 5 - Mixed (Uniform)
Statistics Review- Hypothesis Testing
Introduction
Hypothesis Testing
Generating Null and Alternative Hypothesis Practice 1
Generating Null and Alternative Hypothesis Practice 2
Reject or Not Reject Ho
Hypothesis Testing Example
Input Analysis
Introduction
Input
Example - What is Input ?
Goodness of fit tests
Distributions
Histogram
Example -Creating a Histogram
Histogram and Distributions
Chi Square Test
Chi Square Test - Learning with an Example
Kolmogorov Smirnov
Kolmogorov Smirnov Example
Q-Q Plot
Q-Q Plot Example
Sample Exam Questions I
Unbiased Estimator Question
Method of Moments (Exponential) Question
Method of Moments (Normal) Question
Method of Moments (Poisson) Question
Maximum Likelihood (Exponential) Question 1
Maximum Likelihood (Exponential) Question 2
Maximum Likelihood (for a given pdf) Question 1
Maximum Likelihood (for a given pdf) Question 2
Maximum Likelihood (for a given pdf) Question. 3
Maximum Likelihood (for a given pdf ) Question 4
Maximum Likelihood (for a given pdf) Question 5
Parameter Estimation - Mixed Questions 1 (Bernoulli)
Parameter Estimation -Mixed Questions 2 (Geometric)
Parameter Estimation -Mixed Questions 3 (T/F)
Parameter Estimation -Mixed Question 4 (Uniform)
Hypothesis Testing Question 1
Hypothesis Testing Question 2
Hypothesis Testing Question 3 - Variance
Distribution Types Question
Input Analyzer Question
Chi Square Test - Exponential Question
Chi Square Test - Uniform Question
Chi Square Test - Poisson Question
Chi Square Test - Normal Question
Kolmogorov Smirnov Question 1
Kolmogorov Smirnov Question 2
Kolmogorov Smirnov Question 3
Kolmogorov Smirnov Question 4
Kolmogorov Simirnov Question 5
Q-Q Plot Question 1
Input Analysis - Mixed Questions 1
Input Analysis -Mixed Questions 2
Input Analysis -Mixed Questions 3
Input Analysis -Mixed Question 4
Input Analysis -Mixed Question 5
Generating Random Numbers
Introduction
Linear Congruential Method
LCM Example
Characteristic of a Good Generator
Full Period
Full Period Example
Maximum Period
Maximum Period Example
Maximum Period 2
Maximum Period Example 2
Combined Linear Congruential Generator
Combined Linear Congruential Generator Example
Test for Random Number
Autocorrelation
Autocorrelation Example
Inverse Transform Method(Generating Random Variates)
Introduction
Inverse Transform Method
Inverse Transform Method T/F Example
Inverse Transform Method-Example
Emprical Distribution
Emprical Distribution Example
Frequency Distribution
Frequency Distribution Example
Generating Random Variates with Python
Random Numbers in Pyton
Example 1
Example 2
Example 3
Example 4
Poisson Process
Introduction
Exponential-Poisson Example
Exponential-Poisson Numeric Example
Homogeneous Poisson Process - Non Homogeneous Poisson Process
Non Homogeneous Poisson Process Example
Non Homogeneous Poisson Process Example 2
Output Analysis
Introduction
Terminating Non-Terminating Simulation
Example 1 - Sample mean , sample standart deviation
Confidence Interval
Comparing two system
Tally - Time Persistent
Non-Terminating Simulation
Sample Exam Questions II
LCM (LCG) Question 1
LCM (LCG) Question 2
Full Period Question 1
Maximum Period Question 1
Inverse Transform Method- Exponential 1
LCM (LCG) Mixed Question
Combined Linear Congruential Generator Question
Generating Random Number Mixed Question 1
Independency Test- Autocorrelation Question
Independecy Text Question
Inverse Transform Method- Exponential 2
Inverse Transform Method- Exponential 3
Inverse Transform Method- Uniform 1
Inverse Transform Method- Uniform 2
Inverse Transform Method- Uniform 3
Inverse Transform Method- with a given distribution 1
Inverse Transform Method- with a given distribution 2
Inverse Transform Method- with a given distribution 3
Inverse Transform Method- discrete 1
Inverse Transform Method- discrete 2
Inverse Transform Method- discrete 3
Inverse Transform Method- Binomial
Inverse Transform Method- Triangular
Inverse Transform Method Mixed Question
Inverse Transform Method Mixed Question 2
Inverse Transform Method + Basic Rejection Technique Mixed Question
Emprical Distribution Question 1
Emprical Distribution Question 2
Emprical Distribution Question 3
Emprical Distribution Question 4
Emprical Frequency Distribution Question 1
Emprical Frequency Distribution Question 2
Event Base Simulation + Inverse Transform Method Question 1
Event Base Simulation + Inverse Transform Method Question 2
Monte Carlo Simulation Question
Random Number Generation + Input Analysis Questions 1
Random Number Generation + Input Analysis Questions 2
Random Number Generation + Input Analysis Question 3
Random Number Generation + Input Analysis -Question 4
Poisson Process Questions 1
Poisson Process Questions 2
Poisson Process Questions 3
Poisson Process Questions 4
Poisson Process Questions 5
Poisson Process Questions 6
Confidence Interval Nonnumeric Question 1
Confidence Interval numeric Question 1
Halfwidth Question 1
Replication Number Question 1
Replication Number Question 2
Comparison of Output Data Between Two Systems Question 1
Comparison of Output Data Between Two Systems Question 2
Comparison of Output Data Between Two Systems 3
Comparison of Output Data Between Two Systems 4
Nonterminating Simulation Open Ended Question 1
Nonterminating Simulation Numeric Question 1
Tally-Time Persistent Statistics Open Ended Questions 1
Output Analysis -Mixed Questions 1
Output Analysis -Mixed Questions 2
Output Analysis -Mixed Question 3
Output Analysis -Mixed Questions 4
Arena Detailed Operations
Schedule Module
Example 1
Exam Like Question 1
Assign Module
Example 2
Record module-Count
Assign Module -TNOW
Example 3
Record Module- Time Interval
Exam Like Question 2
Exam Like Question 3
Resource Set
Exam Like Question 4
Exam Like Question 5
Exam Like Question 6
Failure Module
Example 4
Example 5
Statistic Module
Exam Like Question 7
Arriving with a Schedule
Going to the shortest queue
Example 6
Exam Like Question 8
Seize-Delay-Release
Shared Queue
Priority
Exam Like Qustion 9
Record into Sets
Exam Like Question 10
Match-Batch-Seperate
Example 7
Exam Like Question 11
Exam Like Question 12
Hold ve Signal
Example 8
Route and Station
Assign- Variable
Example 9
2019 Yılında Sabancı Üniversitesi Endüstri Mühendisliği programından dereceyle mezun oldum. Öğrenciliğim devam ederken başladığım bu serüvende başta Sabancı Üniversitesi olmak üzere 5 yıldır çeşitli okullarda Endüstri Mühendisliği dersleri vermekteyim.
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