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Theory"],"published-print":{"date-parts":[[2022,8]]},"abstract":"<jats:p>We use identification robust tests to show that difference (Dif), level (Lev), and nonlinear (NL) moment conditions, as proposed by Arellano and Bond (1991,<jats:italic>Review of Economic Studies<\/jats:italic>58, 277\u2013297), Ahn and Schmidt (1995,<jats:italic>Journal of Econometrics<\/jats:italic>68, 5\u201327), Arellano and Bover (1995,<jats:italic>Journal of Econometrics<\/jats:italic>68, 29\u201351), and Blundell and Bond (1998,<jats:italic>Journal of Econometrics<\/jats:italic>87, 115\u2013143) for the linear dynamic panel data model, do not separately identify the autoregressive parameter when its true value is close to one and the variance of the initial observations is large. We prove that combinations of these moment conditions, however, do so when there are more than three time series observations. This identification then solely results from a set of, so-called, robust moment conditions. These robust moments are spanned by the combined Dif, Lev, and NL moment conditions and only depend on differenced data. We show that, when only the robust moments contain identifying information on the autoregressive parameter, the discriminatory power of the Kleibergen (2005,<jats:italic>Econometrica<\/jats:italic>73, 1103\u20131124) Lagrange multiplier (KLM) test using the combined moments is identical to the largest rejection frequencies that can be obtained from solely using the robust moments. This shows that the KLM test implicitly uses the robust moments when only they contain information on the autoregressive parameter.<\/jats:p>","DOI":"10.1017\/s026646662100027x","type":"journal-article","created":{"date-parts":[[2021,6,11]],"date-time":"2021-06-11T05:47:14Z","timestamp":1623390434000},"page":"689-751","source":"Crossref","is-referenced-by-count":5,"title":["IDENTIFICATION ROBUST INFERENCE FOR MOMENTS-BASED ANALYSIS OF LINEAR DYNAMIC PANEL DATA MODELS"],"prefix":"10.1017","volume":"38","author":[{"given":"Maurice J.G.","family":"Bun","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Frank","family":"Kleibergen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"56","published-online":{"date-parts":[[2021,6,11]]},"reference":[{"key":"S026646662100027X_r28","doi-asserted-by":"crossref","first-page":"262","DOI":"10.1080\/07350015.1996.10524656","article-title":"Finite sample properties of some alternative GMM estimators","volume":"14","author":"Hansen","year":"1996","journal-title":"Journal of Business and Economic Statistics"},{"key":"S026646662100027X_r37","unstructured":"Madsen, E. 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