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- W2476291280 abstract "This thesis is a study of narrative financialdisclosure via the application of statistical models of language.In the first chapter, I introduce the topic and motivate the use ofstatistical models of language in the study of financialdisclosure. In particular, statistical models can be applied tonarrative financial disclosure to gain insight into the incentivesand actions of corporate managers. I also explain the structure ofthe thesis and summarize my major findings. In the second chapter,I provide an overview of language models that can be used instudying narrative disclosure. I begin by motivating the study ofnarrative disclosure. I then briefly discuss various approachesthat have been taken to studying narrative disclosure. Theseapproaches include laboratory experiments, manual coding ofdocuments, dictionary methods, and more sophisticated techniquesfor automatically summarizing textual content. Some of thetechniques and algorithms that I discuss are applied in my thesisfor studying narrative disclosure, whereas others are being appliedin ongoing research, are useful in planned extensions to the study,and provide opportunity for future research. In the third chapter,I first discuss prior research related to my work from diversesocial science fields as well as computational linguistics. I thendevelop key hypotheses of the study. I review relevant literaturein psychology, sociology, and organizational behavior that providesguidance on formulating research questions and correspondinghypotheses. In the fourth chapter, I first describe my researchdesign. I then describe the data used and the sample selectionprocedure. I provide descriptive statistics that give some insightinto the data sample used. In the fifth chapter, I discuss theapplication of statistical models of language in studying causalattribution. I describe my main empirical tests and report myfindings. The sixth chapter concludes and describes plannedextensions to the study." @default.
- W2476291280 created "2016-08-23" @default.
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- W2476291280 date "2015-01-01" @default.
- W2476291280 modified "2023-09-23" @default.
- W2476291280 title "Statistical models of language in financialdisclosure" @default.
- W2476291280 hasPublicationYear "2015" @default.
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