1.AER
R
#install.packages("AER")
library(AER)
# 引用R包
citation("AER")
# 参考文献：Kleiber, Christian, and Achim Zeileis. Applied econometrics with R. Springer Science & Business Media, 2008.
# 查看有哪些数据集
data(package = "AER")
help(package = "AER")
# 查看具体一个数据集的变量信息
?CollegeDistance
help(CollegeDistance)
# 保存所有数据集名字：datasets 里是一个所有数据集名字的向量
datasets <- data(package = "AER")$results[, "Item"]
print(datasets)
setwd("E:/HIAS/HiddenVariable/")
# 美国各州的香烟税、价格、销量数据。
data("CigarettesSW", package = "AER")
# 保存为CSV
write.csv(CigarettesSW, "./AER_dataset/CigarettesSW.csv", row.names = FALSE)
# 调查了家庭距离最近大学的距离、个人教育年限、工资。
data("CollegeDistance", package = "AER")
# 生育数据，研究有无双胞胎孩子对家庭决策影响。
data("Fertility", package = "AER")
#-----------------------------------------------
setwd("E:/HIAS/HiddenVariable/AER_dataset/")
# 加载数据集
data("CigarettesSW", "CollegeDistance", "Fertility", package = "AER")
# 保存为 CSV 文件
write.csv(CigarettesSW, "CigarettesSW.csv", row.names = FALSE)
write.csv(CollegeDistance, "CollegeDistance.csv", row.names = FALSE)
write.csv(Fertility, "Fertility.csv", row.names = FALSE)Data sets in package ‘AER’:
Affairs Fair's Extramarital Affairs Data
ArgentinaCPI Consumer Price Index in Argentina
BankWages Bank Wages
BenderlyZwick Benderly and Zwick Data: Inflation, Growth and Stock Returns
BondYield Bond Yield Data
CASchools California Test Score Data
CPS1985 Determinants of Wages Data (CPS 1985)
CPS1988 Determinants of Wages Data (CPS 1988)
CPSSW04 Stock and Watson CPS Data Sets
CPSSW3 Stock and Watson CPS Data Sets
CPSSW8 Stock and Watson CPS Data Sets
CPSSW9204 Stock and Watson CPS Data Sets
CPSSW9298 Stock and Watson CPS Data Sets
CPSSWEducation Stock and Watson CPS Data Sets
CartelStability CartelStability
ChinaIncome Chinese Real National Income Data
CigarettesB Cigarette Consumption Data
CigarettesSW Cigarette Consumption Panel Data
CollegeDistance College Distance Data
ConsumerGood Properties of a Fast-Moving Consumer Good
CreditCard Expenditure and Default Data
DJFranses Dow Jones Index Data (Franses)
DJIA8012 Dow Jones Industrial Average (DJIA) index
DoctorVisits Australian Health Service Utilization Data
DutchAdvert TV and Radio Advertising Expenditures Data
DutchSales Dutch Retail Sales Index Data
Electricity1955 Cost Function of Electricity Producers (1955, Nerlove Data)
Electricity1970 Cost Function of Electricity Producers 1970
EquationCitations Number of Equations and Citations for Evolutionary Biology
Publications
Equipment Transportation Equipment Manufacturing Data
EuroEnergy European Energy Consumption Data
Fatalities US Traffic Fatalities
Fertility Fertility and Women's Labor Supply
Fertility2 Fertility and Women's Labor Supply
FrozenJuice Price of Frozen Orange Juice
GSOEP9402 German Socio-Economic Panel 1994-2002
GSS7402 US General Social Survey 1974-2002
GermanUnemployment Unemployment in Germany Data
GoldSilver Gold and Silver Prices
GrowthDJ Determinants of Economic Growth
GrowthSW Determinants of Economic Growth
Grunfeld Grunfeld's Investment Data
Guns More Guns, Less Crime?
HMDA Home Mortgage Disclosure Act Data
HealthInsurance Medical Expenditure Panel Survey Data
HousePrices House Prices in the City of Windsor, Canada
Journals Economics Journal Subscription Data
KleinI Klein Model I
Longley Longley's Regression Data
MASchools Massachusetts Test Score Data
MSCISwitzerland MSCI Switzerland Index
ManufactCosts Manufacturing Costs Data
MarkDollar DEM/USD Exchange Rate Returns
MarkPound DEM/GBP Exchange Rate Returns
Medicaid1986 Medicaid Utilization Data
Mortgage Fixed versus Adjustable Mortgages
MotorCycles Motor Cycles in The Netherlands
MotorCycles2 Motor Cycles in The Netherlands
Municipalities Municipal Expenditure Data
MurderRates Determinants of Murder Rates in the United States
NMES1988 Demand for Medical Care in NMES 1988
NYSESW Daily NYSE Composite Index
NaturalGas Natural Gas Data
OECDGas Gasoline Consumption Data
OECDGrowth OECD Macroeconomic Data
OlympicTV Television Rights for Olympic Games
OrangeCounty Orange County Employment
PSID1976 Labor Force Participation Data
PSID1982 PSID Earnings Data 1982
PSID7682 PSID Earnings Panel Data (1976-1982)
Parade2005 Parade Magazine 2005 Earnings Data
PepperPrice Black and White Pepper Prices
PhDPublications Doctoral Publications
ProgramEffectiveness Program Effectiveness Data
RecreationDemand Recreation Demand Data
ResumeNames Are Emily and Greg More Employable Than Lakisha and Jamal?
SIC33 SIC33 Production Data
STAR Project STAR: Student-Teacher Achievement Ratio
ShipAccidents Ship Accidents
SmokeBan Do Workplace Smoking Bans Reduce Smoking?
SportsCards Endowment Effect for Sports Cards
StrikeDuration Strike Durations
SwissLabor Swiss Labor Market Participation Data
TeachingRatings Impact of Beauty on Instructor's Teaching Ratings
TechChange Technological Change Data
TradeCredit Trade Credit and the Money Market
TravelMode Travel Mode Choice Data
UKInflation UK Manufacturing Inflation Data
UKNonDurables Consumption of Non-Durables in the UK
USAirlines Cost Data for US Airlines
USConsump1950 US Consumption Data (1940-1950)
USConsump1979 US Consumption Data (1970-1979)
USConsump1993 US Consumption Data (1950-1993)
USCrudes US Crudes Data
USGasB US Gasoline Market Data (1950-1987, Baltagi)
USGasG US Gasoline Market Data (1960-1995, Greene)
USInvest US Investment Data
USMacroB US Macroeconomic Data (1959-1995, Baltagi)
USMacroG US Macroeconomic Data (1950-2000, Greene)
USMacroSW US Macroeconomic Data (1957-2005, Stock & Watson)
USMacroSWM Monthly US Macroeconomic Data (1947-2004, Stock & Watson)
USMacroSWQ Quarterly US Macroeconomic Data (1947-2004, Stock & Watson)
USMoney USMoney
USProdIndex Index of US Industrial Production
USSeatBelts Effects of Mandatory Seat Belt Laws in the US
USStocksSW Monthly US Stock Returns (1931-2002, Stock & Watson)
WeakInstrument Artificial Weak Instrument Data2. causaldata
R
#install.packages("causaldata")
library(causaldata)
data(package = "causaldata")Data sets in package ‘causaldata’:
Mroz U.S. Women's Labor-Force Participation
abortion Data on abortion legalization and sexually transmitted
infections
adult_services Data from a survey of internet-mediated sex workers
auto Automobile data from Stata
avocado Data on avocado sales
black_politicians Data from "Black Politicians are More Intrinsically Motivated
to Advance Blacks' Interests"
castle Data on castle-doctrine statutes and violent crime
ccdrug Data on Drug Arrests from the Crown Court Sentencing Survey
close_college Data from Card (1995) to estimate the effect of college
education on earnings
close_elections_lmb A close-elections regression discontinuity study from Lee,
Moretti, and Butler (2004)
cps_mixtape Observational counterpart to nsw_mixtape data
credit_cards Data on Taiwanese Credit Card Holders
gapminder Gapminder data
google_stock Google Stock Data
gov_transfers Data from "Government Transfers and Political Support"
gov_transfers_density Data from "Government Transfers and Political Support" for
Density Tests
greek_data Data from a fictional randomized heart transplant study
mortgages Data from "How do Mortgage Subsidies Affect Home Ownership?
Evidence from the Mid-Century GI Bills"
nhefs National Health and Nutrition Examination Survey Data I
Epidemiologic Follow-up Study
nhefs_codebook NHEFS Codebook
nhefs_complete Complete-Data National Health and Nutrition Examination Survey
Data I Epidemiologic Follow-up Study
nsw_mixtape Data from the National Supported Work Demonstration (NSW)
job-training program
organ_donations Organ Donation Data
restaurant_inspections Data on Restaurant Inspections
ri A simple simulated data set for calculating p-values
scorecard Earnings and Loan Repayment in US Four-Year Colleges
snow Data from John Snow's 1855 study of the cause of cholera
social_insure Data from "Social Networks and the Decision to Insure"
texas Data on prison capacity expansion in Texas
thornton_hiv Data from HIV information experiment in Thornton (2008)
titanic Data from the sinking of the Titanic
training_bias_reduction Simulated data from a job training program for a bias reduction
method
training_example Simulated data from a job training program
yule Data on 19th century English Poverty from Yule (1899)chatgpt生成：
