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Ders Tanımı

Ders Kodu Yarıyıl T+U Saat Kredi AKTS
ANALYSİS OF THE LİMİTED DEPENDENT VARİABLE EKO 570 0 3 + 0 3 6
Ön Koşul Dersleri
Önerilen Seçmeli Dersler
Dersin Dili Türkçe
Dersin Seviyesi Yüksek Lisans
Dersin Türü SECMELI
Dersin Koordinatörü Dr.Öğr.Üyesi SAYIN SAN
Dersi Verenler
Dersin Yardımcıları
Dersin Kategorisi Alanına Uygun Temel Öğretim
Dersin Amacı
This course examines several types of advanced regression models that are frequently used in policy analysis and social science research. The key similarity of these models is that they involve dependent variables that violate one or more of the assumptions of the Ordinary Least Squares (OLS) regression model.
Dersin İçeriği
The main models examined in the course are binary logit and probit, multinomial logit, ordinal probit, tobit, and the family of Poisson regression models. All these models are estimated using maximum likelihood estimation (MLE). The Heckman correction for selection is also addressed.
Dersin Öğrenme Çıktıları Öğretim Yöntemleri Ölçme Yöntemleri
1 - Analyze choice microdata using statistical packages 1 - 8 - 12 - A - C - D -
2 - Interpret the results of model estimation and prediction 1 - 8 - 12 - A - C - D - F -
3 - Summarize the empirical implications of the statistical assumptions of regression models with limited dependent variables 1 - 8 - A - C -
4 - Formulate and test behavioural hypotheses 1 - 12 - A - C -
Öğretim Yöntemleri: 1:Lecture 8:Group Study 12:Case Study
Ölçme Yöntemleri: A:Testing C:Homework D:Project / Design F:Performance Task

Ders Akışı

Hafta Konular ÖnHazırlık
1 From regression to conditional probability models
2 Estimation and statistical tests
3 Introduction to binary choice
4 Maximum likelihood estimator
5 Binary logit and probit models
6 Probit models
7 Mutinomial probit model
8 MIDTERM
9 Conditional and multinomial logit models
10 Bayes estimator of the mixed logit model
11 Discrete Outcomes
12 Censored Outcomes
13 Truncated Outcomes
14 FINAL

Kaynaklar

Ders Notu Microeconometrics using STATA, (2009). Cameron, Colin A. and Pratin K. Trivedi, STATA Publication.

Analysis of Micro Data, (2006). Winkellman, Rainer and Stefan Boes, Springer Publication.

Regression Models for Categorical Dependent Variables using STATA, (2001). Long J. Scott, STATA Press
Ders Kaynakları

Döküman Paylaşımı


Dersin Program Çıktılarına Katkısı

No Program Öğrenme Çıktıları KatkıDüzeyi
1 2 3 4 5
1 Economic and financial issues in conjunction with the expansion and deepening of information by econometric analysis information to evaluate, interpret and apply X
2 Using the theoretical knowledge in finance and economics combine the ability to apply scientific methods and knowledge of econometric methods to analyze and interpret X
3 Problems experienced in the financial sector to analyze with scientific methods and solutions development X
4 The oral and visual way to transfer to Current developments in the financial sector, for the financial sector and outside groups as written X
5 Both public as well as how it should be in the private sector require highly skilled personnel; have the theoretical knowledge and practical advanced analysis capabilities in economic and financial matters X
6 At least one foreign language spoken and written communication having the ability ("European Language Portfolio Global Scale", Level B2 X
7 they internalize the knowledge and problem-solving skills, ability to apply interdisciplinary studies X

Değerlendirme Sistemi

YARIYIL İÇİ ÇALIŞMALARI SIRA KATKI YÜZDESİ
AraSinav 1 10
Odev 1 20
Odev 2 20
ProjeTasarim 1 16
ProjeTasarim 2 16
ProjeTasarim 3 18
Toplam 100
Yıliçinin Başarıya Oranı 50
Finalin Başarıya Oranı 50
Toplam 100

AKTS - İş Yükü

Etkinlik Sayısı Süresi(Saat) Toplam İş yükü(Saat)
Course Duration (Including the exam week: 16x Total course hours) 16 3 48
Hours for off-the-classroom study (Pre-study, practice) 16 5 80
Mid-terms 1 3 3
Assignment 2 3 6
Project / Design 3 3 9
Final examination 1 4 4
Toplam İş Yükü 150
Toplam İş Yükü /25(s) 6
Dersin AKTS Kredisi 6
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