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1. Full Text Heterogeneity and Unemployment Dynamics
by Ahn, Hie Joo and Hamilton, James D
Journal of Business and Economic Statistics, ISSN 0735-0015, 2019, pp. 1 - 26
Business cycles | Duration dependence | Great Recession | Unemployment duration | Extended Kalman filter | Unobserved heterogeneity
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2. Full Text Unobserved heterogeneity and the statistical analysis of highway accident data
by Mannering, Fred L and Shankar, Venky and Bhat, Chandra R
Analytic Methods in Accident Research, ISSN 2213-6657, 09/2016, Volume 11, pp. 1 - 16
Highway accidents are complex events that involve a variety of human responses to external stimuli, as well as complex interactions between the vehicle,... 
Statistical and econometric methods | Unobserved heterogeneity | Accident analysis | Accident severity | Statistical methods | Highway safety | Accident likelihood | DRIVER-INJURY SEVERITY | MULTINOMIAL LOGIT | MIXED LOGIT | TRANSPORTATION | ORDERED RESPONSE MODEL | SPATIAL-ANALYSIS | SEAT-BELT USE | SINGLE-VEHICLE CRASHES | PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH | LATENT CLASS ANALYSIS | FINITE-MIXTURE | RANDOM-PARAMETERS
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3. Full Text Customer segmentation using unobserved heterogeneity in the perceived-value–loyalty–intentions link
by Floh, Arne and Zauner, Alexander and Koller, Monika and Rusch, Thomas
Journal of Business Research, ISSN 0148-2963, 05/2014, Volume 67, Issue 5, pp. 974 - 982
Multiple facets of perceived value perceptions drive loyalty intentions. However, this value–loyalty link is not uniform for all customers. In fact, the... 
Finite mixture modeling | Customer segmentation | Perceived value | Unobserved heterogeneity | SATISFACTION | QUALITY | SERVICE | BUSINESS | MODEL | SCALE | EMPIRICAL BAYES | PERCEPTIONS
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4. Full Text Museum visitors’ heterogeneity and experience processing
by Ruiz-Alba, José L and Nazarian, Alireza and Rodríguez-Molina, Miguel A and Andreu, Luisa
International Journal of Hospitality Management, ISSN 0278-4319, 04/2019, Volume 78, pp. 131 - 141
This research examines the relationships between affective and cognitive antecedents and consequences of satisfaction under a market heterogeneity approach. It... 
Heterogeneity | Co-creation | Service experience | Segmentation | Consumer behaviour | CONSUMPTION EMOTIONS | PHYSICAL-ENVIRONMENT | CONSUMER SATISFACTION | CUSTOMER SATISFACTION | BEHAVIORAL INTENTIONS | STRUCTURAL EQUATION MODELS | TREATING UNOBSERVED HETEROGENEITY | HOSPITALITY, LEISURE, SPORT & TOURISM | TOURISTS EMOTIONAL EXPERIENCES | Consumer behavior | Museums
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5. Full Text Discovering Unobserved Heterogeneity in Structural Equation Models to Avert Validity Threats
by Jan-Michael Becker and Arun Rai and Christian M. Ringle and Franziska Völckner and University of Cologne and University of Newcastle and Hamburg University of Technology and Georgia State University
MIS Quarterly, ISSN 0276-7783, 9/2013, Volume 37, Issue 3, pp. 665 - 694
A large proportion of information systems research is concerned with developing and testing models pertaining to complex cognition, behaviors, and outcomes of... 
Research Essay | Validity | Prediction-oriented segmentation | Structural equation modeling | Partial least squares | Formative measures | Unobserved heterogeneity | MEASUREMENT INVARIANCE | MANAGEMENT | structural equation modeling | FORMATIVE MEASUREMENT | MULTIPLE-REGRESSION | COMPUTER SCIENCE, INFORMATION SYSTEMS | RESPONSE-BASED SEGMENTATION | BAYESIAN-ANALYSIS | prediction-oriented segmentation | formative measures | MEASUREMENT ERROR | INFORMATION SCIENCE & LIBRARY SCIENCE | FINITE-MIXTURE | validity | INFORMATION-SYSTEMS | partial least squares | TECHNOLOGY ACCEPTANCE MODEL | TASK INTERDEPENDENCE | Research | Methods | Information systems
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6. Full Text Revisiting crash spatial heterogeneity: A Bayesian spatially varying coefficients approach
by Xu, Pengpeng and Huang, Helai and Dong, Ni and Wong, S.C
Accident Analysis and Prevention, ISSN 0001-4575, 01/2017, Volume 98, pp. 330 - 337
This study was performed to investigate the spatially varying relationships between crash frequency and related risk factors. A Bayesian spatially varying... 
Spatial heterogeneity | Conditional autoregressive prior | Bayesian inference | Crash frequency | Unobserved heterogeneity | TRAFFIC CRASHES | TRANSPORTATION | HIERARCHICAL-MODELS | PREDICTION MODELS | LEVEL | ERGONOMICS | SAFETY PERFORMANCE | ROAD NETWORK | PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH | SENSITIVITY-ANALYSIS | WEIGHTED POISSON REGRESSION | SOCIAL SCIENCES, INTERDISCIPLINARY | RANDOM PARAMETER | INJURY CRASHES | Safety - statistics & numerical data | Spatial Regression | Humans | Accidents, Traffic - statistics & numerical data | Bayes Theorem | Environment Design | Models, Statistical | Florida
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7. Full Text Unobserved heterogeneity in work absence
by Suárez, María José and Muñiz, Cristina
The European Journal of Health Economics, ISSN 1618-7598, 11/2018, Volume 19, Issue 8, pp. 1137 - 1148
Labour absenteeism may be detrimental to firms and society because of the economic costs, organizational problems and production cuts that it involves.... 
Health Economics | Public Health | Public Finance | Political Economy/Economic Policy | Unobserved heterogeneity | J01 | Health Care Management | Absenteeism | J22 | Pharmacoeconomics and Health Outcomes | Medicine & Public Health | Sick leave | Finite mixture model | SICKNESS ABSENCE | INCENTIVES | MODEL | DEMAND | EMPLOYEES | HEALTH POLICY & SERVICES | ECONOMICS | HEALTH | DURATION | Age Factors | Occupational Health | Humans | Middle Aged | Occupations - statistics & numerical data | Sick Leave - statistics & numerical data | Male | Mental Health | Models, Economic | Socioeconomic Factors | Spain | Young Adult | Health Surveys | Adolescent | Sex Factors | Adult | Female | Health Status | Employers | Analysis | Economic models
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8. Full Text Unobserved heterogeneity in auctions under restricted stochastic dominance
by Luo, Yao
Journal of Econometrics, ISSN 0304-4076, 11/2019
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9. Full Text Unobserved Heterogeneity in Hospitality and Tourism Research
by Assaf, A. George and Oh, Haemoon and Tsionas, Mike G
Journal of Travel Research, ISSN 0047-2875, 7/2016, Volume 55, Issue 6, pp. 774 - 788
Despite the growing complexity of structural equation model (SEM) applications in tourism, it is surprising that most applications have estimated these models... 
SEM | unobserved heterogeneity | finite mixture model | Bayesian | DISTANCE | QUALITY | COMPONENTS | BAYESIAN-ANALYSIS | RESIDENTS | SATISFACTION | COMMUNITY | STRUCTURAL EQUATION MODELS | FINITE-MIXTURE | HOSPITALITY, LEISURE, SPORT & TOURISM | UNKNOWN NUMBER | Usage | Brand equity | Structural equation modeling | Travel research | Analysis
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10. Full Text Bounding counterfactual demand with unobserved heterogeneity and endogenous expenditures
by Cherchye, L and Demuynck, T and De Rock, B
JOURNAL OF ECONOMETRICS, ISSN 0304-4076, 08/2019, Volume 211, Issue 2, pp. 483 - 506
We propose a method to predict rational counterfactual demand responses from repeated cross-sections. We derive bounds on the distribution of counterfactual... 
WARP | CONFIDENCE-INTERVALS | Unobserved heterogeneity | Endogenous expenditures | RESTRICTIONS | INFERENCE | IDENTIFICATION | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | Counterfactual demand | NONPARAMETRIC-ESTIMATION | SOCIAL SCIENCES, MATHEMATICAL METHODS | ECONOMICS | PREFERENCE | CONSUMERS | CONSUMPTION | Marketing research | Consumer spending | Consumption | Elasticity | Consumer behavior
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11. Full Text Prevalent cohort studies and unobserved heterogeneity
by Keiding, Niels and Albertsen, Katrine Lykke and Rytgaard, Helene Charlotte and Sørensen, Anne Lyngholm
Lifetime Data Analysis, ISSN 1380-7870, 10/2019, Volume 25, Issue 4, pp. 712 - 738
Consider lifetimes originating at a series of calendar times $$ t_{1} ,t_{2} , \ldots $$ t 1 , t 2 , … . At a certain time $$ t_{0} $$ t 0 a cross-sectional... 
Survival analysis | Statistics for Business, Management, Economics, Finance, Insurance | Statistics for Life Sciences, Medicine, Health Sciences | Operations Research/Decision Theory | Unobserved heterogeneity | Quality Control, Reliability, Safety and Risk | Attenuation | Survivor selection | Statistics, general | Statistics | Current duration
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12. Full Text Identification and Estimation of Auction Models with Unobserved Heterogeneity
by ELENA KRASNOKUTSKAYA
The Review of Economic Studies, ISSN 0034-6527, 1/2011, Volume 78, Issue 1, pp. 293 - 327
In many procurement auctions, the bidders' unobserved costs depend both on a common shock and on idiosyncratic private information. Assuming a multiplicative... 
Procurement | Cost estimation models | Cost estimates | Auctions | Cost allocation | Eigenfunctions | Random variables | Estimators | Consistent estimators | Cost functions | Highway procurement | Unobserved auction heterogeneity | First-price auctions | PRIVATE VALUES | CONDITIONAL-INDEPENDENCE | EMPIRICAL-MODELS | COMPETITION | 1ST-PRICE AUCTIONS | PROCUREMENT | ECONOMICS | NONPARAMETRIC DECONVOLUTION
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13. Full Text Xtpdyn: A Community-Contributed Command for Fitting Dynamic Random-Effects Probit Models with Unobserved Heterogeneity
by Grotti, Raffaele and Cutuli, Giorgio
The Stata Journal, ISSN 1536-867X, 12/2018, Volume 18, Issue 4, pp. 844 - 862
Dynamic random-effects probit models are increasingly applied in many disciplines to study dynamics of persistence in dichotomous outcomes. Despite the... 
Xtpdyn | Dynamic panel models | Probat | Unobserved heterogeneity | Dynamic randomeffects probit | State dependence | St0543 | state dependence | probat | INITIAL CONDITIONS | st0543 | unobserved heterogeneity | xtpdyn | STATISTICS & PROBABILITY | SOCIAL SCIENCES, MATHEMATICAL METHODS | dynamic panel models | dynamic random-effects probit
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14. Full Text Investigating hospital heterogeneity with a competing risks frailty model
by Rueten‐Budde, Anja J and Putter, Hein and Fiocco, Marta
Statistics in Medicine, ISSN 0277-6715, 01/2019, Volume 38, Issue 2, pp. 269 - 288
Survival analysis is used in the medical field to identify the effect of predictive variables on time to a specific event. Generally, not all variation of... 
correlated frailty | competing risks | unobserved heterogeneity | EM algorithm | multicenter | SURVIVAL | REGRESSION | MEDICINE, RESEARCH & EXPERIMENTAL | MEDICAL INFORMATICS | STATISTICS & PROBABILITY | DEATH | TABLES | SUBDISTRIBUTION | PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH | PROPORTIONAL HAZARDS MODEL | MATHEMATICAL & COMPUTATIONAL BIOLOGY | Models | Investigations | Algorithms
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15. Full Text Grade retention and unobserved heterogeneity
by Gary‐Bobo, Robert J and Goussé, Marion and Robin, Jean‐Marc
Quantitative Economics, ISSN 1759-7323, 11/2016, Volume 7, Issue 3, pp. 781 - 820
We study the treatment effect of grade retention using a panel of French junior high‐school students, taking unobserved heterogeneity and the endogeneity of... 
treatment effects | finite mixtures of normal distributions | Secondary education | unobserved heterogeneity | C23 | class‐size effects | C36 | C38 | grade retention | class-size effects | HIGH-SCHOOL | CHOICES | IDENTIFICATION | CLASS SIZE | DISTRIBUTIONS | NONCOGNITIVE SKILL FORMATION | POLICY | STUDENT-ACHIEVEMENT | MODELS | ECONOMICS | TECHNOLOGY | Retention | Economic models | School dropouts
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16. Full Text Identifying and treating unobserved heterogeneity with FIMIX-PLS: Part II – A case study
by Matthews, Lucy M and Sarstedt, Marko and Hair, Joseph F and Ringle, Christian M
European Business Review, ISSN 0955-534X, 03/2016, Volume 28, Issue 2, pp. 208 - 224
FIMIX-PLS | Finite mixture models | Structural equation modeling | Partial least squares | Unobserved heterogeneity | PLS-SEM
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17. Full Text Heterogeneity and selection in dynamic panel data
by Sasaki, Yuya
Journal of Econometrics, ISSN 0304-4076, 09/2015, Volume 188, Issue 1, pp. 236 - 249
The data generating process (DGP) for generic dynamic panel data consists of a law of state dynamics , a selection or attrition rule , and an initial condition... 
Heterogeneity | Initial conditions problem | Dynamic panel data | Selection | NONPARAMETRIC IDENTIFICATION | INITIAL CONDITIONS | ATTRITION | DISCRETE-CHOICE MODELS | CROSS-SECTION | PROPORTIONAL HAZARD MODEL | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | TIME MODELS | SOCIAL SCIENCES, MATHEMATICAL METHODS | UNOBSERVED HETEROGENEITY | ECONOMICS | MOMENT RESTRICTIONS | DURATION
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