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Testing exogeneity in cross-section regression by sorting data

DeLuna, Xavier; Johansson, Per-Olov - 2000

We introduce a framework to test for exogeneity of a variable in a regression based on cross-sectional data. By sorting data with respect to a function (sorting score) of known exogeneous variables it is possible to utilize a battery of tools originally develped to detecting model...

Persistent link: https://www.econbiz.de/10011574988

Testing continuity of a density via g-order statistics in the regression discontinuity design

Bugni, Federico A.; Canay, Ivan A. - 2018

In the regression discontinuity design (RDD), it is common practice to assess the credibility of the design by testing the continuity of the density of the running variable at the cut-off, e.g., McCrary (2008). In this paper we propose a new test for continuity of a density at a point based on...

Persistent link: https://www.econbiz.de/10011809514

No-Decision Classification : An Alternative to Testing for Statistical Significance

Berg, Nathan - 2010

This paper proposes a new statistical technique for deciding which of two theories is better supported by a given set of data while allowing for the possibility of drawing no conclusion at all. Procedurally similar to the classical hypothesis test, the proposed technique features three, as...

Persistent link: https://www.econbiz.de/10013137056

The power of experiments : how big is your n?

Asanov, Igor A.; Bühren, Christoph; Zacharodimou, Panagiota - 2020

The replicability and credibility crisis in psychology and economics sparked the debate on underpowered experiments, publication biases, and p-hacking. Analyzing the number of independent observations of experiments published in Experimental Economics, Games and Economic Behavior, and the...

Persistent link: https://www.econbiz.de/10012542673

On Distribution Free Tests for Discrete Distributions and an Extension to Continuous Time

Khmaladze, Estate V. - 2012

Persistent link: https://www.econbiz.de/10014171366

Nonresponse trends in establishment panel surveys : findings from the 2001-2017 IAB establishment panel

König, Corinna; Sakshaug, Joseph W. - In: Journal for labour market research 57 (2023) 1, pp. 1-17

Many household panel surveys have experienced decreasing response rates and increasing risk of nonresponse bias in … recent decades, but trends in response rates and nonresponse bias in business or establishment panel surveys are largely … understudied. This article examines both panel response rates and nonresponse bias in one of the largest and longest …

Persistent link: https://www.econbiz.de/10014366205

Chapter 53. Panel Data Models: Some Recent Developments

Arellano, Manuel; Honoré, Bo - In: Handbook of econometrics : volume 5, (pp. 3229-3296). 2001

This chapter focuses on two of the developments in panel data econometrics since the Handbook chapter by Chamberlain … (1984). The first objective of this chapter is to provide a review of linear panel data models with predetermined variables … the chapter is thus at the intersection of the panel data literature and that on cross-sectional semiparametric limited …

Persistent link: https://www.econbiz.de/10014024987

Observation-driven hierarchical density models for missing data imputation

Khanna, Yonas; Lucas, André - 2025

We propose an observation-driven dynamic common factor model for missing value imputation in high-dimensional panel …

Persistent link: https://www.econbiz.de/10015373862

Essays on large panel data models

Bada, Oualid - 2015

The standard panel data literature is moving from micro panels, where the cross-section dimension is large and the … contributes to this new and growing area of panel data treatments called "large panel data analysis''. My dissertation consists of … three essays: In the first essay, a large panel data model with an omitted factor structure is considered. The role of the …

Persistent link: https://www.econbiz.de/10011429340

Applied econometrics

Greene, William (ed.) - 2016

Persistent link: https://www.econbiz.de/10011386383