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Course: BIOSTAT 8472, Fall 2009
School: Minnesota
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Word Count: 1982

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of Basics Bayesian Inference A frequentist thinks of unknown parameters as fixed A Bayesian thinks of parameters as random, and thus having distributions (just like the data). A Bayesian writes down a prior guess for , and combines it with the likelihood for the observed data Y to obtain the posterior distribution of . All statistical inferences then follow from summarizing the posterior. This approach expands the...

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Minnesota - BIOSTAT - 8472
Multivariate spatial modelingSpatial data often come as multivariate measurements in each location Examples: Environmental monitoring stations yield measurements on ozone, NO, CO, PM2.5 etc In atmospheric modeling at a given site we observe surface
Minnesota - BIOSTAT - 8472
What is a point pattern?For a specified, bounded region D, a set of locations si , i = 1, 2., nChapter 9: The Analysis of Spatial Point Patterns p. 1/2What is a point pattern?For a specified, bounded region D, a set of locations si , i = 1, 2.
Minnesota - BIOSTAT - 8472
Bayesian Areal Wombling for Geographic Boundary AnalysisHaolan Lu and Bradley P. Carlinhaolanl@biostat.umn.edu and brad@biostat.umn.eduDivision of Biostatistics School of Public Health University of MinnesotaBayesian Areal Wombling for Geograph
Minnesota - BIOSTAT - 8472
Analysis of Marked Point Patterns with Spatial and Non-spatial Covariate InformationShengde Liang, Bradley P. Carlin, and Alan E. Gelfandshengdel@biostat.umn.edu, brad@biostat.umn.edu, and alan@stat.duke.eduDivision of Biostatistics, School of Pu
Minnesota - BIOSTAT - 8472
Bayesian Areal Wombling for Geographic Boundary AnalysisHaolan Lu, Haijun Ma, and Bradley P. Carlinhaolanl@biostat.umn.edu, haijunma@biostat.umn.edu, and brad@biostat.umn.eduDivision of Biostatistics School of Public Health University of Minnesot
Minnesota - BIOSTAT - 8472
Example using R: Heart Valves StudyGoal: Show that the thrombogenicity rate (TR) is less than two times the objective performance criterionR and WinBUGS Examples p. 1/4Example using R: Heart Valves StudyGoal: Show that the thrombogenicity rate
Minnesota - BIOSTAT - 8472
Spatial data analysis with spBayesExisting software for point-level hierarchical spatial modeling: WinBUGS/BRugs and the geoR package Limitations of WinBUGS for point-level models: Poor with matrix computations infeasible for even a moderate number
Minnesota - BIOSTAT - 8472
Spatial Biostatistics PubH 8472 Instructor: Office: fax: e-mail: course website: Class Meetings: Office Hours: Dr. Brad Carlin Mayo Building, Room A427; phone 624-6646 626-0660 brad@biostat.umn.edu www.biostat.umn.edu/brad/ph8472.html Tu Th 9:45 11:
Minnesota - BIOSTAT - 8472
%!PS-Adobe-2.0 %Creator: dvipsk 5.58f Copyright 1986, 1994 Radical Eye Software %Title: syll.dvi %Pages: 6 %PageOrder: Ascend %BoundingBox: 0 0 612 792 %EndComments %DVIPSCommandLine: /usr/local/TeX/bin/dvi2ps -o syll.ps syll.dvi %DVIPSParameters: dp
Minnesota - BIOSTAT - 8472
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A Basic Neoclassical Business Cycle Model with Heterogeneous AgentsDavid Andolfatto January 18, 20061IntroductionChapter 2 in the textbook models an economy consisting of many individuals who are literally assumed to be identical; this is the
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Econ 387: Assignment 1David Andolfatto January 2006Consider an economy populated by a representative agent with preferences for consumption and leisure given by the expected utility function: E[U (c, l)] = h(l) + E[c], where &gt; 0 is a parameter, h
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Econ 387: Assignment 2David Andolfatto January 2006This question constitutes an application of the heterogeneous agents model (available on the course web page). Consider an economy consisting of people with preferences for consumption and leisure
Sveriges lantbruksuniversitet - ECON - 306
Econ 387 Spring 1998 Assignment 3 1. Consider an economy consisting of N individuals with preferences for time-dated consumption given by: u(c1i , c2i ) = ln(c1i ) + i ln(c2i ) for i = 1, 2, ., N. Each individual has a time-dated endowment (y1i , y2
Sveriges lantbruksuniversitet - ECON - 306
Econ 387: Spring 2006 Assignment 4: Term Structure of Interest Rates 1. Consider a closed populated by a representative agent with preferences defined over time-dated consumption (c1 , c2 , c3 ). These preferences are given by: U (c1 , c2 , c3 ) = ln
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Search Models of UnemploymentDavid Andolfatto March 20061IntroductionTo the average person (perhaps even the average economist), unemployment is often equated to a state of involuntary idleness. Such a view, however, appears inconsistent with
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Econ 809: Assignment 1January 20061Part 1On Robert Shimer's webpage, http:/home.uchicago.edu/~shimer/data/mmm/, you will find data on the job-finding rate pt , and the vacancy-unemployment ratio t . Use this data to perform a `Solow residual'
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Econ 809: Assignment 1 Answer Key Consider an aggregate matching technology with the following functional form: mt = ext vt u1- . t This may alternatively be specified as pt = ext , where pt mt /ut denotes t the job-finding rate and t vt /ut deno
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Econ 809 Spring 2006 Assignment 2 The due date for this assignment is Tuesday, February 21. 1. In class, we developed a baseline Pissarides-style labor market search model. The theory essentially boiled down to two restrictions: one describing the su
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Econ 809 Spring 2006 Assignment 1. Time is discrete and the horizon is infinite; t = 0, 1, ., . Each period is divided into two subperiods; stage 1 and stage 2 (day and night). There is a unit mass of infinitely-lived ex ante identical agents i [0,
Sveriges lantbruksuniversitet - ECON - 809
Real Business Cycle Models: Past, Present, and FutureSergio Rebelo March 2005Abstract In this paper I review the contribution of real business cycles models to our understanding of economic fluctuations, and discuss open issues in business cycle r
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The Economics of PaymentsEd Nosal and Guillaume Rocheteau January 20, 200611IntroductionEconomics is all about exchange, but exchange need not be seamless. How else can one explain the existence of the myriad assets and institutions- domesti
Sveriges lantbruksuniversitet - ECON - 809
Notes on Exchange Rate Volatility in an Equilibrium Asset Pricing Model Manuelli and Peck (IER, 1990)1ModelTime is discrete and the horizon is infinite; t = 1, 2, ., . There are two economies, each of which are populated by a sequence of two-pe
Sveriges lantbruksuniversitet - ECON - 809
Dynamic Taxation, Private Information and MoneyChristopher Waller University of Notre Dame March 4, 2006 VERY PRELIMINARYAbstract The objective of this paper is to study optimal .scal and monetary policy in a dynamic Mirrlees model where the frict
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Bank Runs Under Optimal Banking StructuresDavid Andolfatto Simon Fraser University Ed Nosal Federal Reserve Bank of ClevelandNeil Wallace Pennsylvania State University November 17, 20051 2Introduction Physical EnvironmentThe economy consists
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Econ 305: Intermediate Macroeconomic Theory October 4, 2004 D. Andolfatto Name Instructions. Please limit your answer to the space provided below each question. Do not write on the back of the exam paper (it will not be graded). Pen or pencil is fine
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Econ 305: Final Exam December 2004 D. Andolfatto Name Instructions. Please limit your answer to the space provided below each question. Label all diagrams clearly. If a question asks you to answer in words only, then do not use any math, symbols or d
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Notes on Contracts and MoneyD. Andolfatto May 5, 20081A Standard Principal-Agent ProblemA risk-neutral principal hires a risk-averse agent. The agent applies effort n; which generates output y {yl , yh } , 0 &lt; yl &lt; yh &lt; . Let (n) = Pr [y = yh
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Optimal Debt ContractsDavid Andolfatto February 20081IntroductionAs an introduction, you should read &quot;Why is There Debt,&quot; by Lacker (1991). As Lacker notes, the striking feature of a debt contract is that debt payments are fixed over a wide ra
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Notes on Diamond and Dybvig (JPE, 1983) David Andolfatto February 20081BasicsThere are N &gt; 1 agents (a finite integer). Each agent has an endowment y &gt; 0. There are two periods, t = 1, 2 and agents have preferences for `current' and `future' co
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Sveriges lantbruksuniversitet - ECON - 810
.ytniatrecnu etagergga on si erehT .tnega laudividni na fo evitcepsrep eht morf ytilibaborp a sa deweiv si retemarap ehT .rennam siht ni detacoler si taht )dnalsi hcae no( noitalupop eht fo noitcarf eht etonedteL . noitacol 'rehto eht` ot noitaco
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