Econometrics and Data Analysis for Developing Countries Book

	List of figures
	List of tables
	List of boxes
	Preface
	Introduction	1
Pt. I	Foundations of data analysis	21
1	Model specification and applied research	23
2	Modelling an average	44
3	Outliers, skewness and data transformations	75
Pt. II	Regression and data analysis	109
4	Data analysis and simple regression	111
5	Partial regression: interpreting multiple regression coefficients	163
6	Model selection and misspecification in multiple regression	208
Pt. III	Analysing cross-section data	249
7	Dealing with heteroscedasticity	251
8	Categories, counts and measurements	279
9	Logit transformation, modelling and regression	302
Pt. IV	Regression with time-series data	333
10	Trends, spurious regressions and transformations to stationarity	335
11	Misspecification and autocorrelation	366
12	Cointegration and the error correction model	393
Pt. V	Simultaneous equation models	413
13	Misspecification bias from single equation estimation	415
14	Estimating simultaneous equation models	437
App. A	The data sets used in this book	455
App. B	Statistical tables	463
	References	481
	Index	485