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Statistical property of collections of time series data
In econometrics, cointegration is a statistical property that describes a long-run equilibrium relationship among two or more time series variables, even
Cointegration
Time series statistical test
Johansen test, named after Søren Johansen, is a procedure for testing cointegration of several, say k, I(1) time series. This test permits more than one
Johansen_test
In statistics and econometrics, asymmetric cointegration describes a long-term relationship between variables where positive and negative shocks to the
Asymmetric_cointegration
Type of time series model
underlying variables share a long-run stochastic trend, a property known as cointegration. ECMs provide a theoretically grounded framework for estimating both
Error_correction_model
Econometric term
detection of breaks in mean and variance at an unknown break point. For a cointegration model, the Gregory–Hansen test (1996) can be used for one unknown structural
Structural_break
Resources used in the production process
individual factor of production, with an elasticity larger than labor. A cointegration analysis support results derived from linear exponential (LINEX) production
Factors_of_production
Danish Statistician and Econometrician (born 1939)
econometrician who is known for his contributions to the theory of cointegration. He is currently a professor at the Department of Economics, University
Søren_Johansen
Archipelagic country in Southeast Asia
"Effects of International Remittances on the Philippine Economy: A Cointegration Analysis" (PDF). DLSU Business & Economics Review. 21 (2). De La Salle
Philippines
Trading strategy
the portfolios only consist of two stocks, one can attempt to find a cointegration irregularities between the two stock price series who generally show
Pairs_trade
Exchange rate of a currency on a future date
well-recognized puzzle among finance researchers. Empirical evidence for cointegration between the forward rate and the future spot rate is mixed. Researchers
Forward_exchange_rate
Short-term financial trading strategy
speaking, the strategy is to find a pair of stocks with high correlation, cointegration, or other common factor characteristics. Various statistical tools have
Statistical_arbitrage
Time series statistical test
JSTOR 3585053. Dolado, J. J.; Jenkinson, T.; Sosvilla-Rivero, S. (1990). "Cointegration and Unit Roots". Journal of Economic Surveys. 4 (3): 249–273. doi:10
Dickey–Fuller_test
Statistical technique to aid interpretation of data
One of the alternative approaches involves unit root tests and the cointegration technique in econometric studies. The estimated coefficient associated
Linear_trend_estimation
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Contraharmonic_mean
Social science studying goods and services
with national variation. Economics portal Society portal Asymmetric cointegration Critical juncture theory – Theory of large, discontinuous changes Democracy
Economics
Experiment methodology
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
A/B_testing
Financial term
businesses. Regression toward the mean Autocorrelation Convergence trade Cointegration Pairs trade Ornstein–Uhlenbeck process Trend following Gambler's fallacy
Mean_reversion_(finance)
Tendency for consumer prices to be systematically higher in more developed countries
researchers. The sector approach combined with panel data analysis and/or cointegration has become a benchmark for empirical tests. Consensus has been reached
Balassa–Samuelson_effect
Statistical property
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Standard_error
Finnish economist
most quoted paper, "Maximum likelihood estimation and inference on cointegration—with applications to the demand for money" has been quoted over 16000
Katarina_Juselius
Statistical relationship
Autocorrelation Canonical correlation Coefficient of determination Cointegration Concordance correlation coefficient Cophenetic correlation Correlation
Correlation
Set of statistical processes for estimating the relationships among variables
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Regression_analysis
Interpretation of probability
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Bayesian_probability
Global stock market crash
Bwo-Nung; Yang, Chin-Wei; Hu, John Wei-Shan (2000). "Causality and Cointegration of Stock Markets among the United States, Japan and the South China
Black_Monday_(1987)
Microprocessor with more than one processing unit
parallelization of software is a significant ongoing topic of research. Cointegration of multiprocessor applications provides flexibility in network architecture
Multi-core_processor
corruption and income inequality in U.S. states: evidence from a panel cointegration and error correction model". Public Choice. 145 (1): 125–135. doi:10
List of U.S. states and territories by income inequality
List_of_U.S._states_and_territories_by_income_inequality
Middle quantile of a data set or probability distribution
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Median
International petroleum organization
December 2022. Gülen, S. Gürcan (1996). "Is OPEC a Cartel? Evidence from Cointegration and Causality Tests" (PDF). The Energy Journal. 17 (2): 43–57. Bibcode:1996EnerJ
OPEC
Feature of some stochastic processes
Dickey–Fuller test ADF-GLS test Unit root test Phillips–Perron test Cointegration, determining the relationship between two variables having unit roots
Unit_root
Selection of data points in statistics
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Sampling_(statistics)
Statistical considerations on how many observations to make
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Sample_size_determination
Type of bar chart
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Tornado_diagram
Tools to represent statistical uncertainty
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Confidence and prediction bands
Confidence_and_prediction_bands
Study of collection and analysis of data
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Statistics
Distribution of an uncertain quantity
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Prior_probability
Numerical measure of a statistical relationship between variables
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Correlation_coefficient
Data visualization
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Box_plot
Statistical method
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Matching_(statistics)
Probabilistic problem-solving algorithm
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Monte_Carlo_method
Statistical methods for comparing samples
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Two-proportion_Z-test
Measure of variation in statistics
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Standard_deviation
Range to estimate an unknown parameter
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Confidence_interval
Economies of South Korea, Taiwan, Singapore and Hong Kong
and Singapore for the period between 1979 and 2009, using Johansen cointegration tests and vector error correction models. The results suggest that in
Four_Asian_Tigers
Type of graph used in research
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Funnel_plot
Statistical method that summarizes and/or integrates data from multiple sources
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Meta-analysis
Statistical technique
(PDF) on 2015-04-04. Maddala, G. S.; Kim, In-Moo (1998). Unit Roots, Cointegration, and Structural Change. Cambridge: Cambridge University Press. pp. 364–365
Seasonal_adjustment
Statistical hypothesis test
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
F-test
American economist, educator, writer and investor
Kolm (2006). Financial Modeling of the Equity Market: From CAPM to Cointegration. Hoboken, New Jersey: John Wiley & Sons. Fabozzi, Frank J.; Henry Davis;
Frank_J._Fabozzi
American economist
Journal of Post-Keynesian Economics (JPKE). He also co-authored "A Cointegration Analysis of the US Money Supply Process" with Hamid Baghestani in the
Tracy_Mott
Statistical method
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Factor_analysis
British economist
pricing and empirical finance. His contribution to the ARDL model for the cointegration analysis with Mohammad Hashem Pesaran was introduced in the Cambridge
Yongcheol_Shin
Test of normality in frequentist statistics
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Shapiro–Wilk_test
growth, energy and financial development on the environment in China: a cointegration analysis". Energy Economics, 33 (2). pp. 284–291. ISSN 0140-9883 (doi:10
Economy_of_China
Ways of computing statistical significance
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
One-_and_two-tailed_tests
Unit of information
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Data
Variable representing a random phenomenon
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Random_variable
Statistical quantity
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Nonparametric_skew
Numeric quantity representing the center of a collection of numbers
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Mean
Statistic which divides a data set into 100 parts and analyzes it as a percentage
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Percentile
Study of survey methods
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Survey_methodology
How many standard deviations apart from the mean an observed datum is
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Standard_score
Modeling financial systems
Kolm (2004). Financial Modeling of the Equity Market: From CAPM to Cointegration. Hoboken, NJ: Wiley. ISBN 0-471-69900-4. Shayne Fletcher; Christopher
Financial_modeling
This is a list of important publications in economics, organized by field. Some basic reasons why a particular publication might be regarded as important:
List of publications in economics
List_of_publications_in_economics
Statistical hypothesis test for forecasting
Retrieved 2 April 2022. Granger, Clive W. J. (2004). "Time Series Analysis, Cointegration, and Applications" (PDF). American Economic Review. 94 (3): 421–425
Granger_causality
Statistical hypothesis test
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Chi-squared_test
Inverse of the average of the inverses of a set of numbers
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Harmonic_mean
Generates a forecast of future values of a time series
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Exponential_smoothing
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Tail_dependence
Measure of linear correlation
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Pearson correlation coefficient
Pearson_correlation_coefficient
Phase of clinical research in medicine
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Clinical_trial
Statistical measure to determine how suited data is for factor analysis
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Kaiser–Meyer–Olkin_test
with common trends (cointegration)" University of Nottingham (PhD, statistics) University of California, San Diego Cointegration, Granger causality 2004
List of Nobel Memorial Prize laureates in Economic Sciences
List_of_Nobel_Memorial_Prize_laureates_in_Economic_Sciences
Family of iterative methods
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Stochastic_approximation
Statistical test
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Ljung–Box_test
Non-parametric statistical test
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Friedman_test
Format for presentation of quantitative data
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Stem-and-leaf_display
Nonparametric test of the null hypothesis
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Mann–Whitney_U_test
Non-parametric statistic used to estimate the survival function
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Kaplan–Meier_estimator
Apparent lack of pattern or predictability in events
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Randomness
American econometrician and professor
Economics from Columbia University, writing his dissertation on Panel Cointegration, Endogenous Growth and Business Cycles in Open Economies. Between 1997
Peter_Pedroni
Experiment in which information about the test is masked to reduce bias
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Blinded_experiment
Time series statistical test
S.; Kim, In-Moo (1998). "Issues in Unit Root Testing". Unit Roots, Cointegration, and Structural Change. Cambridge: Cambridge University Press. pp. 98–154
Unit_root_test
Causal or moderating relationship between statistical variables
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Interaction_(statistics)
Parametric model in survival analysis
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Accelerated failure time model
Accelerated_failure_time_model
Statistical test
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Z-test
Time series model
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Autoregressive conditional heteroskedasticity
Autoregressive_conditional_heteroskedasticity
Function of the observed sample results
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
P-value
Type of average of a collection of numbers
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Arithmetic_mean
Compilation of information about a given population
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Census
Theory and technique of psychological measurement
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Psychometrics
Class of statistical models
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Generalized_linear_model
Bias in causal inference
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Confounding
Type of chart
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Bar_chart
Measure of statistical dispersion
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Interquartile_range
Statistical sampling technique
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Latin_hypercube_sampling
British economist and Nobel laureate (1934–2009)
and others. Working with Robert Engle, he developed the concept of cointegration, introduced in a 1987 joint paper in Econometrica; for which he was
Clive_Granger
Experimental design in statistical mathematics
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Central_composite_design
In mathematics, a quantitative measure of the shape of a set of points
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Moment_(mathematics)
Gathering information for analysis
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Data_collection
Scientific procedure performed to validate a hypothesis
Decomposition Trend Stationarity Seasonal adjustment Exponential smoothing Cointegration Structural break Granger causality Specific tests Dickey–Fuller Johansen
Experiment
COINTEGRATION
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COINTEGRATION
Biblical
angers; ragings
Surname or Lastname
English (mainly Devon)
English (mainly Devon) : topographic name for someone who lived in a house, such as a warden’s lodge, in a park (see Park 1), from Middle English parc + hous.
Female
Finnish
Finnish form of Greek Helénē, possibly ELIINA means "torch."
Boy/Male
Christian & English(British/American/Australian)
Gift of the Lord
Male
Welsh
Variant spelling of Welsh Cadwalader, CADWALLADER means "battle leader."
Boy/Male
British, English
Ben's Son; Surname
Girl/Female
Tamil
Nivashne | நீவாஷநேÂ
Boy/Male
Indian, Sanskrit
Wise
Boy/Male
Indian, Tamil
King of Clouds
Boy/Male
Indian, Sanskrit
Owner of Cows; Leader; Chief
COINTEGRATION
COINTEGRATION
COINTEGRATION
COINTEGRATION
COINTEGRATION