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1 Augmented Dickey Fuller Test (ADF Test) – Must Read Guide
https://www.machinelearningplus.com/time-series/augmented-dickey-fuller-test/
Augmented Dickey Fuller test (ADF Test) is a common statistical test used to test whether a given Time series is stationary or not.
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2 Unit Root Tests
https://people.umass.edu/arazmi/BPCG_PAPER_econometric_attachment.doc
Of particular interest to us is the Augmented Dickey-Fuller (ADF) test that has been developed to test univariate time series for the presence of unit roots ...
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3 Complete Guide To Dickey-Fuller Test In Time-Series Analysis
https://analyticsindiamag.com/complete-guide-to-dickey-fuller-test-in-time-series-analysis/
Dickey-Fuller test is a statistical significance test which means the test gives results in hypothesis tests with null and alternative ...
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4 Augmented Dickey-Fuller (ADF) Test - RTMath
https://rtmath.net/assets/docs/finmath/html/93a7b7b9-e3c3-4f19-8a57-49c3938d607d.htm
Initializes an instance of ADFTest class for the input parameters specified: series contains time series observations (sample) to be tested for the presence of ...
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5 unit roots and stationarity (Excel and EViews) - YouTube
https://www.youtube.com/watch?v=KCFLfQHZODM
Jun 19, 2020
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6 PROBDF Function for Dickey-Fuller Tests - SAS Help Center
https://documentation.sas.com/doc/en/etsug/15.2/etsug_macros_sect019.htm
The Dickey-Fuller test is used to test the null hypothesis that the time series exhibits a lag d unit root against the alternative of ...
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7 Augmented Dickey-Fuller test - MATLAB adftest - MathWorks
https://www.mathworks.com/help/econ/adftest.html
For example, adftest(Tbl,DataVariable="GDP",Alpha=0.025,Lags=[0 1]) conducts two tests, at a level of significance of 0.025, for the presence of a unit root in ...
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8 dfuller — Augmented Dickey–Fuller unit-root test - Stata
https://www.stata.com/manuals13/tsdfuller.pdf
If the data do not show a trend but do have a nonzero mean, then case two would be a valid alternative. Example 1. In this example, we examine the international ...
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9 UNIVERSITETET I OSLO
https://www.uio.no/studier/emner/sv/oekonomi/ECON5125/v08/undervisningsmateriale/Problem%20set%204.doc
The unit root tests use the Augmented Dickey-Fuller test procedure. ... the column t-adf shows the values of the test statistic (where denotes the standard ...
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10 arch.unitroot.ADF - Read the Docs
https://arch.readthedocs.io/en/latest/unitroot/generated/arch.unitroot.ADF.html
The null hypothesis of the Augmented Dickey-Fuller is that there is a unit root, with the alternative that there is no unit root.
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11 adf.test: Augmented Dickey-Fuller Test in tseries - Rdrr.io
https://rdrr.io/cran/tseries/man/adf.test.html
Note that for k equals zero the standard Dickey-Fuller test is computed. The p-values are interpolated from Table 4.2, p. 103 of Banerjee et al. (1993). If the ...
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12 Dickey–Fuller test - Wikipedia
https://en.wikipedia.org/wiki/Dickey%E2%80%93Fuller_test
In statistics and econometrics, an augmented Dickey–Fuller test (ADF) tests the null hypothesis that a unit root is present in a time series sample.
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13 Interpreting R's ur.df (Dickey-Fuller unit root test) results
https://stats.stackexchange.com/questions/24072/interpreting-rs-ur-df-dickey-fuller-unit-root-test-results
Below I'll use data from the URCA package, real income in Denmark as an example. > income <- ts(denmark$LRY). It might be useful to ...
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14 The Asymptotic Size and Power of the Augmented Dickey ...
https://mathweb.ucsd.edu/~politis/PAPER/ADFtestPapPol2016.pdf
It is shown that the limiting distribution of the augmented Dickey-Fuller. (ADF) test under the null hypothesis of a unit root is valid under a very general.
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15 adf.test: Augmented Dickey-Fuller Test - RDocumentation
https://www.rdocumentation.org/packages/aTSA/versions/3.1.2/topics/adf.test
Performs the Augmented Dickey-Fuller test for the null hypothesis of a unit root of a univarate time series x (equivalently, x is a non-stationary time ...
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16 on the small sample properties of dickey fuller and maximum ...
http://www.ivie.es/downloads/docs/wpasad/wpasad-2004-11.pdf
ON THE SMALL SAMPLE PROPERTIES OF DICKEY FULLER. AND MAXIMUM LIKELIHOOD UNIT ROOT TESTS. ON DISCRETE-SAMPLED SHORT-TERM INTEREST RATES.
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17 Library(tseries) adf.test package:tseries R Documentation ...
https://www.stat.berkeley.edu/~brill/Stat153/chap6.2newI.pdf
Computes the Augmented Dickey-Fuller test for the null that âxâ has a unit root. Usage: adf.test(x, alternative = c("stationary", "explosive"),.
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18 Unit Root Testing — arch 4.13+31.gc9ba3d9 documentation
http://bashtage.github.io/arch/doc/unitroot/unitroot_examples.html
The Augmented Dickey-Fuller test is the most common unit root test used. It is a regression of the first difference of the variable on its lagged level as ...
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19 statsmodels.tsa.stattools.adfuller
https://www.statsmodels.org/dev/generated/statsmodels.tsa.stattools.adfuller.html
The Augmented Dickey-Fuller test can be used to test for a unit root in a univariate process in the presence of serial correlation. Parameters: xarray_like, 1d.
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20 For-loop and Augmented Dickey-Fuller unit root test (ADF test)
https://stackoverflow.com/questions/57817651/for-loop-and-augmented-dickey-fuller-unit-root-test-adf-test
› questions › for-loop-and-a...
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21 Augmented Dickey-Fuller Test in R (With Example) - Statology
https://www.statology.org/dickey-fuller-test-in-r/
Augmented Dickey-Fuller Test in R (With Example). A time series is said to be “stationary” if it has no trend, exhibits constant variance over ...
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22 reading results of Augmented Dickey-Fuller Unit Root Test
https://community.jmp.com/t5/Discussions/reading-results-of-Augmented-Dickey-Fuller-Unit-Root-Test/td-p/1796
Check out this example also: ADF Augmented Dickey-Fuller Unit Root ... from <http://akson.sgh.waw.pl/~mrubas/EP/TabliceStatystyczneDF.doc> :.
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23 adf-test-stationarity-python/augmented-dickey-fuller ... - GitHub
https://github.com/bhattbhavesh91/adf-test-stationarity-python/blob/master/augmented-dickey-fuller-test-python.ipynb
Stationarity check using the Augmented Dickey-Fuller test from Scratch in Python - adf-test-stationarity-python/augmented-dickey-fuller-test-python.ipynb at ...
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24 Time series tests · HypothesisTests.jl - JuliaHub
https://docs.juliahub.com/HypothesisTests/MUGEl/0.10.1/time_series/
For larger samples, a normal approximation is used (Durbin and Watson, 1950). ... Compute the augmented Dickey-Fuller unit root test.
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25 The Asymptotic Size and Power of the ... - eScholarship.org
https://escholarship.org/content/qt0784p55m/qt0784p55m_noSplash_ed94ab999adb91508e56e347934d2ad4.pdf?t=mxwmsx
It is shown that the limiting distribution of the augmented Dickey-Fuller (ADF) test under the null hypothesis of a unit root is valid under a very general ...
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26 Right-Tail Augmented Dickey-Fuller Tests in EViews
https://davegiles.blogspot.com/2013/08/right-tail-augmented-dickey-fuller.html
This time, click on the "Installed" tab and highlight the Add-in of interest, and select the Docs button. For example, if you do this for the ...
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27 Examples
https://www.sfu.ca/sasdoc/sashtml/ets/chap4/sect26.htm
To perform the augmented Dickey-Fuller test, regress the differences of the series on lagged differences and on the lagged value of the series, and compute the ...
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28 An Eviews program to perform the fractional Dickey-Fuller test
https://hal.archives-ouvertes.fr/hal-03216194/document
2 Fractional Dickey-Fuller test. If {yt, t = 1,··· ,n} is a sample of an ARFIMA(0, d,0) process with d ∈ (−0.5,+∞) then.
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29 A Fractional Dickey-Fuller Test for Unit Roots - JSTOR
https://www.jstor.org/stable/3082026
Further, its finite sample behav- ior is studied via Monte Carlo simulation and a comparison of its properties with those of other leading unit root tests is ...
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30 Dickey-Fuller Test - an overview | ScienceDirect Topics
https://www.sciencedirect.com/topics/mathematics/dickey-fuller-test
Augmented Dickey–Fuller tests indicate that both GDP and GDP Deflator are stationary at ... example below, taken from the CADFtest() online documentation, ...
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31 SAS Macros and Functions
http://www.math.wpi.edu/saspdf/ets/chap4.pdf
The %DFTEST macro provides an easier way to perform Dickey-Fuller tests. The following statements perform the same tests as the preceding example. %dftest( test ...
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32 pmdarima.arima.ADFTest - alkaline-ml
https://alkaline-ml.com/pmdarima/modules/generated/pmdarima.arima.ADFTest.html
In statistics and econometrics, an augmented Dickey–Fuller test (ADF) tests the null hypothesis of a unit root is present in a time series sample.
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33 How do I set up and interpret the results of the Augmented ...
https://www.ibm.com/mysupport/s/question/0D50z00006PFnn4CAD/how-do-i-set-up-and-interpret-the-results-of-the-augmented-dickeyfuller-test-for-unit-root-in-spss?language=en_US
How do I set up and interpret the results of the Augmented Dickey-Fuller test for ... For example, when setting up the ADF test for the variable of Daily ...
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34 How to Check if Time Series Data is Stationary with Python
https://machinelearningmastery.com/time-series-data-stationary-python/
Below is an example of calculating the Augmented Dickey-Fuller test on the Daily Female Births dataset. The statsmodels library provides the ...
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35 Time Series - Princeton University
https://www.princeton.edu/~otorres/TS101.pdf
In the example below the time variable is stored in “date” ... The Dickey-Fuller test is one of the most commonly use tests for stationarity. The null.
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36 UnitRootTest - Wolfram Language Documentation
https://reference.wolfram.com/language/ref/UnitRootTest.html
Using Automatic applies the Dickey–Fuller F test: Copy to clipboard. In[1]:=1. ✖. https://wolfram.com/xid/01zisjitgn6-ee4ai7. Direct link to example.
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37 Exporting to Excel or Word - Statalist
https://www.statalist.org/forums/forum/general-stata-discussion/general/1420802-exporting-to-excel-or-word
One or the other of the two samples above should be used instead. ... Dickey-Fuller test for unit root Number of obs = 26
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38 Unit root tests in panel data: asymptotic and finite-sample ...
http://homepage.ntu.edu.tw/~ntuperc/docs/publication/2002_25_Lin.pdf
Breitung and Meyer (1991) have derived the asymptotic normality of the Dickey–Fuller test statistic for panel data with an arbitrarily large cross-section ...
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39 How To Do A Dickey Fuller Test Using Excel | PDF - Scribd
https://es.scribd.com/doc/80877200/How-to-do-a-Dickey-Fuller-Test-using-Excel
Critical Values for the Dickey-Fuller Test Sample Size F ratio (5%) AR model with constant 2% -3.75 5% -3.33 10% -2.63 AR model with constant and time trend ...
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40 Solved: Wrapping ADF (Augmented Dickey-Fuller) R Test in A...
https://community.alteryx.com/t5/Alteryx-Designer-Discussions/Wrapping-ADF-Augmented-Dickey-Fuller-R-Test-in-Alteryx-using-R/td-p/424741
I have attached an adapted version of your wf as an example. Example "looped" output. Widget Statistic. 1 -10.12. 2 -9.14. 3 -10.6. Again thanks ...
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41 A Small Sample Correction of the Dickey-Fuller Test - Pure
https://pure.au.dk/portal/en/persons/soeren-johansen(fc6f629c-1901-4cb9-9cf2-0ee925d99934)/publications/a-small-sample-correction-of-the-dickeyfuller-test(d6feb0e0-b3cf-4517-b69f-13a2031368e2).html
A Small Sample Correction of the Dickey-Fuller Test. Research output: Contribution to book/anthology/report/proceeding › Book chapter › Research.
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42 How to interpret the results in an augmented Dickey-Fuller test
https://www.quora.com/How-do-I-interpret-the-results-in-an-augmented-Dickey-Fuller-test
The augmented Dickey-Fuller test is a test that determines whether you can conclude from a time series that it is stationary. Formally, it tests the null ...
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43 On Bootstrap Evaluation of Tests for Unit Root and Cointegration
https://uu.diva-portal.org/smash/get/diva2:754778/FULLTEXT02.pdf
The first paper starts with the fact that the Dickey-Fuller unit root test using asymptotic critical value has bad small sample performance.
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44 A Fractional Dickey-Fuller test for unit roots - Laura Mayoral
http://mayoral.iae-csic.org/research/fdfok.pdf
process, the Dickey and Fuller (1979, 1981) test statistic turns out to be one of the most popular tests in analyzing whether a process is I(1) or I(0). Its.
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45 Unit-Root Tests: Augmented Dickey-Fuller (ADF) Test Statistics
https://www.researchgate.net/figure/Unit-Root-Tests-Augmented-Dickey-Fuller-ADF-Test-Statistics_tbl2_268872657
... use the Augmented Dickey-Fuller (ADF) test suggested by Fuller (1976) and Dickey and Fuller (1981) to test for unit roots. The ...
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46 ADF, KPSS, Engle-Granger - gretl
https://gretl.sourceforge.net/API/old/gretl/gretl-ADF-KPSS-Engle-Granger.html
Implementations of the (Augmented) Dickey-Fuller test and the Kwiatkowski, Phillips, Schmidt and Shin test for the presence of a unit root in a time series, ...
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47 Chapter 4 - Applied Econometric Time Series
http://time-series.net/yahoo_site_admin/assets/docs/enders4_pptsch04.684612.pdf
Hence, in using sample data, the autocorrelation function for a ... nonstationarity, it is necessary to use the Dickey-Fuller critical values. At the.
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48 Dickey-Fuller Test | Real Statistics Using Excel
https://www.real-statistics.com/time-series-analysis/stochastic-processes/dickey-fuller-test/
Describes how to perform the Dickey-Fuller test to determine whether a time series has a unit root, and so is not stationary. Example and Excel add-in ...
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49 Augmented Dickey–Fuller test - HandWiki
https://handwiki.org/wiki/Augmented_Dickey%E2%80%93Fuller_test
In statistics and econometrics, an augmented Dickey–Fuller test (ADF) tests the null hypothesis that a unit root is present in a time series sample.
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50 Complete Guide To Dickey-Fuller Test In Time-Series Analysis.pdf ...
https://www.coursehero.com/file/144640411/Complete-Guide-To-Dickey-Fuller-Test-In-Time-Series-Analysispdf/
View Complete Guide To Dickey-Fuller Test In Time-Series Analysis.pdf from BUEX MISC at Indiana University, Bloomington. 25/04/2022, 14:00 Complete Guide To ...
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51 Augmented Dickey-Fuller Test in R - R-bloggers
https://www.r-bloggers.com/2022/06/augmented-dickey-fuller-test-in-r/
The post Augmented Dickey-Fuller Test in R appeared first on Data Science Tutorials Augmented Dickey-Fuller Test in R, If a time series has ...
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52 Unit root (Dickey-Fuller) and stationarity tests on time series
https://help.xlstat.com/6697-unit-root-dickey-fuller-and-stationarity-tests-time
The data have been generated using a random N(0, 1) normal sample of 100 observations (series N), a stationary series built from that sample (series rho =0.8), ...
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53 Example of Augmented Dickey-Fuller Test - Support - Minitab
https://support.minitab.com/en-us/minitab/21/help-and-how-to/statistical-modeling/time-series/how-to/augmented-dickey-fuller-test/before-you-start/example/
Example of Augmented Dickey-Fuller Test ... A marketing analyst wants to use an ARIMA model to generate short-term forecasts for sales of a shampoo product. The ...
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54 Subplot generator
https://bisiafilm.it/subplot-generator.html
(It generates a list of subplots) By the way,the example found in matplotlib doc failed if pasted in a notebook. If XLimMode, YLimMode, or ZLimMode is ...
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55 Unit Root Tests
https://faculty.washington.edu/ezivot/econ584/notes/unitroot.pdf
For a sample size of 100, the 5% left tail critical values for tφ=1 and T(ˆφ − 1) are now. -3.455 and -20.471. 4.3.3 Dickey-Fuller Unit Root Tests.
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56 Finite-sample distribution of the augmented Dickey–Fuller test ...
https://www.tandfonline.com/doi/abs/10.1080/00036846.2012.724159
This article presents a response surface analysis for the distribution of the augmented Dickey–Fuller (ADF) test with optimized lag order in ...
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57 An Introduction to Time Series Analysis and Forecasting: ...
https://books.google.com/books?id=LSojZBiBZBgC&pg=PA86&lpg=PA86&dq=dickey+fuller+example.doc&source=bl&ots=MrqUMfUR-V&sig=ACfU3U1p3mBiz61WiryvnE-DZKuE9pwrKQ&hl=en&sa=X&ved=2ahUKEwjAiInBoNv7AhV6IUQIHe8wBhUQ6AF6BQjLARAD
For example, if there are two roots, the series would have to be twice differenced to ... PROGRAMMING THE DICKEY–FULLER TEST Some statistical packages have ...
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58 Stochastic Modeling: A Thorough Guide to Evaluate, ...
https://books.google.com/books?id=nzFJEAAAQBAJ&pg=PA328&lpg=PA328&dq=dickey+fuller+example.doc&source=bl&ots=sXRiXTeoWB&sig=ACfU3U1YBVdBGjyQpY1jzp36xmqWgxRQgQ&hl=en&sa=X&ved=2ahUKEwjAiInBoNv7AhV6IUQIHe8wBhUQ6AF6BQjTARAD
For example, “MATLAB ADF test” will yield a help center page that presents ... and input and output arguments surrounding the augmented Dickey-Fuller test.
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59 How to Perform an Augmented Dickey-Fuller Test in R
https://www.geeksforgeeks.org/how-to-perform-an-augmented-dickey-fuller-test-in-r/
Augmented Dickey-Fuller Test: It is a common test in statistics and is used to check whether a given time series is at rest.
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60 Administering Freedom: The State of Emancipation after the ...
https://books.google.com/books?id=PwlpEAAAQBAJ&pg=PA338&lpg=PA338&dq=dickey+fuller+example.doc&source=bl&ots=poz8I5ciMT&sig=ACfU3U0glWm7oW6513wOP_xlGQtTnIHDLQ&hl=en&sa=X&ved=2ahUKEwjAiInBoNv7AhV6IUQIHe8wBhUQ6AF6BQjPARAD
1, doc. 6B; John Jones, Deposition, January 18, 1886, in Eliza Jones file, Co. ... August 30, 1893; Richard Fuller, Certificate of Disability for Discharge, ...
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61 Embryo Politics: Ethics and Policy in Atlantic Democracies
https://books.google.com/books?id=aeYS5buih1wC&pg=PA240&lpg=PA240&dq=dickey+fuller+example.doc&source=bl&ots=OEnUS08cAD&sig=ACfU3U38GR75HqUuQ7xmjkXhVJDVvvnWGA&hl=en&sa=X&ved=2ahUKEwjAiInBoNv7AhV6IUQIHe8wBhUQ6AF6BQjOARAD
In Germany, for example, research supporters within the major parties were ... seek to overturn the Dickey Amendment that outlawed the use of federal funds ...
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