DBA
Class Web Page, Summer '20
Jacksonville
University
Instructor:
Maggie Foley
Class Materials |
Assignments |
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This is the schedule I have for this weekend: Friday, May 1 Saturday, May 2 ::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::: Friday, June 5 (DCOB #114) Saturday,
June 6 (DCOB #114) |
Import data from Excel to Stata: https://www.stata.com/support/faqs/data-management/converting-excel-files/ Using your Windows or Mac computer,
https://www.youtube.com/watch?v=iCvZ9pvPy-8 |
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First Month part I |
OLS regression · Chapter
3, Microeconometrics Using
Stata Dr. Camerons Stata website (FYI) · ppt
· Dataset ·
Stata code (more code and data available under course
introduction on blackboard. FYI only) *********************************************** Friday 5/1 Live session Morning ·
Review ·
OLS Friday 5/1 Live session Afternoon ·
OLS ·
Logit ************************************************* |
Assignment #1: (group project
with no more than three people) Run OLS regression on ·
a set of
bank data as provided and report the results. Or, ·
the data of yours and report the
results. ·
Or the auto.dta under
c:\stata16 folder Note: If you use auto.dta, make
sure that you create a dummy variable for the origin of the cars. clear all cd c:\stata16 use auto.dta generate origin = foreign ==0 *create a dummy variable for origin; foreign cars and
domestic cars would be given "0" and 1, respectively. Must include ·
Univariate analysis Command in stata: summarize
y x1 x2 x3 x4 x5
·
Correlation matrix Command in stata: correlate
y x1 x2 x3 x4 x5
·
Regression results Command in stata: regress
y x1 x2 x3 x4 x5
·
Post estimation (optional, at the mean of the variables) Command in stata: predict,
yhat xb Due on 6/5 |
First Month part II |
Logit
Model · Chapter
14, Microeconometrics Using Stata · ppt
· Dataset |
Assignment #2: (group project
with no more than three people) Run Logit regression on ·
a set of
bank data as provided and report the results. Or, ·
the data of yours and report
the results ·
Or the auto.dta under
c:\stata16 folder Note: If you use auto.dta, make
sure that you create a dummy variable for the origin of the cars. clear all cd c:\stata16 use auto.dta generate origin = foreign ==0 *create a dummy variable for origin; foreign cars and
domestic cars would be given "0" and 1, respectively. Must include ·
Univariate analysis Command in stata: summarize
y x1 x2 x3 x4 x5
·
Correlation matrix Command in stata: correlate
y x1 x2 x3 x4 x5
·
Logit Model Regression results Command in stata: logit
y x1 x2 x3 x4 x5
·
Marginal Effect results Command in stata:
margins, dydx(*) or mfx // also marginal effect; works the same way ·
Robustness Test results Command in stata: probit
y x1 x2 x3 x4 x5
·
Endogneity (optional for extra credits, 2SLS) Command in stata: ivregress
2sls y x1 x2 x3 (x1= z1 z2 z3), robust Due on 6/5 ***************************************************************** * * Model
Comparison (FYI only, comparing logit, probit and clog) * ***************************************************************** |
First
Month part III |
Event study
*the above Stata code is based on Princeton event study in Stata Results of the [-2, 2] event window date
coef
se
t
pvalue implied r1
-2 -.00051483 .00192487 -.26746355
.78911228 not significant, no leak r2
-1 .00172887 .00257575
.67121216 .50208538 not significant, no
leak r3
0 .09930545 .01646514
6.4212434 1.352e-10 significant positive
impact r4
1 .14517278
.01662733
8.7309744
0 significant positive
impact r5
2 .14467892 .01660914
8.7108034
0 significant positive
impact For the above study, please refer to the following to merge the original datasets available at http://dss.princeton.edu * http://dss.princeton.edu/usingdata/stata/analysis/eventstudy.html * http://dss.princeton.edu/usingdata/stata/analysis/eventstudydataprep.html *use http://dss.princeton.edu/sampleData/eventdates.dta /* about 11k */ *save C:\stata16\eventdates.dta *use http://dss.princeton.edu/sampleData/stockdata.dta, clear /* about 90m *save C:\stata16\stockdata.dta * merge two datasets use C:\stata16\eventdates.dta, clear drop targetname *file size will be a lot smaller after deleting this variable* sort company_id *sort so that can merger later* save eventdate_1, replace use C:\stata16\stockdata, clear sort company_id *for merging* merge company_id using eventdate_1 drop if _merge != 3 *only keep observations with the complete event* save eventda, replace ********************************************************** Saturday 5-2 live session morning · Logit Model · Event Study Saturday 5-2 live session afternoon · Replication of Paper by Chang (briefly) ********************************************************* |
Assignment #3: (group project with no more
than three people)
Hint: results and graph should be similar to that from [-2,2] event window on the left. Due on 6/5 ****************************** FYI *************************Event Studies with Stata - PrincetonAn event study is used to examine reactions of the market to events of interest. A simple event study involves the following steps: Cleaning the data and calculating the event window Calculating abnormal and cumulative abnormal returns
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First
Month part IV |
Endogneity
issue
·reading Endogeneity in empirical corporate finance (FYI, on ssrn)
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No Assignments for this session For class discussion
*2SLS *use lagged dependent variable and endogenous variable *for panel data, use fixed effect and random effect In our logit model in class exercise, how did we address the endogneity issue? clear all use mus14data.dta, clear generate linc = log(hhincome) global xlist2 female age age2 educyear married hisp white chronic adl hstatusg probit ins linc $xlist2, vce(robust) nolog * Endogenous probit using ivprobit ML estimator global ivlist2 retire sretire ivprobit ins $xlist2 (linc = $ivlist2), vce(robust) nolog * Endogenous probit using ivprobit 2-step estimator ivprobit ins $xlist2 (linc = $ivlist2), twostep first * Endogenous probit using ivregress to get 2SLS estimator *this could used to test endognerity issue ivregress 2sls ins $xlist2 (linc = $ivlist2), vce(robust) noheader estat overid *estat displays scalar- and matrix-valued statistics after estimation; *it complements predict, which calculates variables after estimation. * 2SLS estimation; this is a powerful tool to check endogneirity ivregress 2sls ins $xlist (retire= female sretire seprhi adl), robust estimates store TSLS_IV4 estimates restore TSLS_IV4 // and then can click on TSLS_IV4 to see results *F*Y*I o*n*l*y Video
in endogneity lectured By Dr. Michael Roberts, UPenn (excellent)
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First
Month part V |
Replication of Empirical Paper #1
(pleases download the ado zip file, unzip it, and then add all files to
stata16/ado/base folder. Those files are the commands that stata16 typically
does not recognize) (copy and paste into a new do file in stata)
cd "c:\stata16" ssc install logout ssc install winsor use TurnOver_orig.dta, clear //open the original file (if receive error message for logout, then manually install logout as well
as winsor. We need those ado files. Add them before open the
dataset)
Note: the above videos help understand the above replication exercise in stata (FYI only) ***** the end of the first month ***** |
Assignment #4:
1) the research question? 2) the
contribution of this study? 3) the
methodology used in this study? 4) the
conclusion? One to
two pages, font size 12 pt.
This
is an extra credit assignment due with final |
Corporate Finance Reading
Assignments 1.
Robert
Shiller, 2003, From
efficient markets theory to behavior finance, Journal of Economic
Perspectives class
video for Shiller (2003,) 6/5 Morning (newly added) 2.
Jensen,
M., and W. Meckling, 1976, Theory of the firm: managerial behavior, agency costs
and ownership structure, Journal of Financial Economics ·
ppt summary (we will start from here) ·
Interview with Michael Jensen (Part One) - Video
FYI
·
Interview with Michael Jensen (Part Two) - Video
FYI
Class video for Jensen & Meckling (1976) Part I, 6/5
morning (newly added) Class video for Jensen & Meckling (1976) Part II, 6/5
morning (newly added) 3.
Modigliani,
F., and M. Miller*, 1958, The cost of capital, corporation finance, and the theory
of investment, American Economic Review 48, 261-297 PPT summary of
MM 1958 A Summary by Dr. Cooney (FYI) Class
video for MM (1958) Part I, 6/5
afternoon (newly added) Class video
for MM(1958) part II, 6/5 afternoon
(newly added) 4.
John R. Graham1,2 and Mark T. Leary*, A Review of Empirical Capital Structure Research and
Directions for the Future Annual Review of Financial
Economics, Vol. 3:309-345 (Volume publication date December 2011) Optimal capital structure
video by Dr. Graham (FYI)
Class
video part II for Graham & Leary (2011), 6/6 morning (newly added) 5.
Chhaochharia,
Vidhi and Yaniv Grinstein. 2009. CEO Compensation and Board Structure.
Journal of Finance Class
video for C&G (2009), 6/6 morning
(newly added) 6.
Guthrie,
Sokolowsky, and Wan, 2012, CEO Compensation and Board Structure Revisited, Journal
of Finance ( https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1680476)
Class video for CEO compensation revisited (2012) 6/6
morning (newly added) ·
John Graham, 2000, How Big Are the Tax Benefits of Debt?, THE
JOURNAL OF FINANCE ·
Miller, M., 1977, Debt and taxes, Journal of Finance 32, ·
Jensen M., 1986, Agency costs of free cash flow, corporate finance and
takeovers, American Economic Review ·
DeAngelo, H. and Roll, R.
(2015), How Stable Are Corporate Capital Structures?
(word file here) Journal of Finance ·
Myers, S., and N. Majluf,
1984, Corporate financing and investment decisions when firms
have information that investors do not have, Journal of Financial
Economics ·
Ross, S., 1977, The determination of financial structure,
Bell Journal of Economics ·
Harris, M., and A. Raviv,
1991, The theory of capital structure, Journal of
Finance (optional) ·
DeAngelo, Harry and Ron
Masulis, 1980, Optimal capital structure under corporate taxes ,
Journal of financial economics ·
Harris, M., and A. Raviv,
1988, Corporate governance: voting rights and majority rules, Journal of
Financial Economics ·
Adams, Renee, and Daniel
Ferreira, 2006, A theory of friendly boards, Journal of
Finance ·
Core, John E., Robert W.
Holthausen, and David F. Larcker, 1999, Corporate governance, CEO
compensation, and firm performance, Journal of Financial Economics
Reading list · Executive compensation, chapter 7 handbook
of the economics of corporate governance · Merger and Acquisition, chapter 5,
handbook of the economics of corporate governance · Capital structure, chapter
13, Christopher Parsons1 and Sheridan Titman, handbook
of empirical corporate finance volume 2 ·
Board, chapter 6, handbook of the economics of
corporate governance ·
Executive compensation, chapter 7 , handbook of the economics of corporate
governance |
Assignment #5: Due date 6/21
# write a critique (group work) # write a synopsis (individual work)
When
writing a critique paper, the following six parts may be used as a guideline,
or as reference. 1. Originality: Does the
paper contain new and significant information adequate to justify
publication? 2. Relationship to
Literature: Does the paper demonstrate an adequate understanding of the
relevant literature in the field and cite an appropriate range of literature
sources? Is any significant work ignored? 3. Methodology: Is the
paper's argument built on an appropriate base of theory, concepts or other
ideas? Has the research or equivalent intellectual work on which the paper is
based been well designed? 4. Results: Are results
presented clearly and analysed appropriately? Do the conclusions adequately
tie together the other elements of the paper? 5. Implications for
research, practice and/or society: Does the paper identify clearly any
implications for research, practice and/or society? Does the paper bridge the
gap between theory and practice? How can the research be used in practice
(economic and commercial impact), in teaching, to influence public policy, in
research (contributing to the body of knowledge)? What is the impact upon
society (influencing public attitudes, affecting quality of life)? Are these
implications consistent with the findings and conclusions of the paper? 6. Quality of Communication:
Does the paper clearly express its case, measured against the technical
language of the fields and the expected knowledge of the journal's
readership? Has attention been paid to the clarity of expression and
readability, such as sentence structure, jargon use, acronyms, etc |
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Replication of Empirical Paper #2
Paper: Corporate Financial Policy and the Value of Cash by
FAULKENDER and WANG, JF2006 (using long term event study methodology) Class video for Cash value, 6/6 afternoon (newly
added) Videos (FYI
only) Part
I Part
II Part
III Part
IV Part
V |
Assignment #6: Due
date 6/21 Write a synopsis of this article in value of cash (individual
work) 1) the research question? 2) the
contribution of this study? 3) the
methodology used in this study? 4) the
conclusion? One to
two pages, font size 12 pt.
FYI Compustat
Data Description Sample Data Class video for review of compustat data on 6/6
afternoon (briefly, newly added) FYI Panel Data Analysis Fixed and Random Effects using Stata
(v. 4.2)(Princeton) FYI Practical Guides To Panel Data Modeling: A Step by Step
Analysis Using Stata FYI
Microeconometrics Using Stata Chapter 18 http://cameron.econ.ucdavis.edu/musbook/mus.html |
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· Final exam (6/13 6/14) will be
posted on blackboard under course introduction. · All assignments due on 6/21 |
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