# Timothy Armstrong

## Personal Details

First Name: | Timothy |

Middle Name: | |

Last Name: | Armstrong |

Suffix: | |

RePEc Short-ID: | par625 |

[This author has chosen not to make the email address public] | |

## Affiliation

### Department of Economics

University of Southern California

Los Angeles, California (United States)https://dornsife.usc.edu/econ/

RePEc:edi:deuscus (more details at EDIRC)

## Research output

Jump to: Working papers Articles Software### Working papers

- Timothy B. Armstrong & Michal KolesÃ¡r & Soonwoo Kwon, 2020.
"
**Bias-Aware Inference in Regularized Regression Models**," Working Papers 2020-2, Princeton University. Economics Department..- Timothy B. Armstrong & Michal Koles'ar & Soonwoo Kwon, 2020.
"
**Bias-Aware Inference in Regularized Regression Models**," Papers 2012.14823, arXiv.org, revised Aug 2023.

- Timothy B. Armstrong & Michal Koles'ar & Soonwoo Kwon, 2020.
"
- Timothy B. Armstrong & Michal Koles'ar & Mikkel Plagborg-M{o}ller, 2020.
"
**Robust Empirical Bayes Confidence Intervals**," Papers 2004.03448, arXiv.org, revised May 2022. - Timothy B. Armstrong & Michal Koles'ar, 2018.
"
**Sensitivity Analysis using Approximate Moment Condition Models**," Papers 1808.07387, arXiv.org, revised Jul 2020.- Timothy B. Armstrong & Michal Kolesár, 2021.
"
**Sensitivity analysis using approximate moment condition models**," Quantitative Economics, Econometric Society, vol. 12(1), pages 77-108, January.

- Timothy B. Armstrong & Michal Koles'r, 2018.
"
**Sensitivity Analysis using Approximate Moment Condition Models**," Cowles Foundation Discussion Papers 2158R, Cowles Foundation for Research in Economics, Yale University, revised Feb 2019. - Timothy B. Armstrong & Michal Koles'r, 2018.
"
**Sensitivity Analysis using Approximate Moment Condition Models**," Cowles Foundation Discussion Papers 2158, Cowles Foundation for Research in Economics, Yale University. - Timothy B. Armstrong & Michal KolesÃ¡r, 2020.
"
**Sensitivity Analysis using Approximate Moment Condition Models**," Working Papers 2020-28, Princeton University. Economics Department..

- Timothy B. Armstrong & Michal Kolesár, 2021.
"
- Timothy B. Armstrong, 2018.
"
**Adaptation Bounds for Confidence Bands under Self-Similarity**," Cowles Foundation Discussion Papers 2146, Cowles Foundation for Research in Economics, Yale University.- Timothy B. Armstrong, 2018.
"
**Adaptation Bounds for Confidence Bands under Self-Similarity**," Cowles Foundation Discussion Papers 2146R, Cowles Foundation for Research in Economics, Yale University, revised Jul 2019.

- Timothy B. Armstrong, 2018.
"
- Timothy B. Armstrong, 2017.
"
**On the Choice of Test Statistic for Conditional Moment Inequalities**," Cowles Foundation Discussion Papers 1960R2, Cowles Foundation for Research in Economics, Yale University.- Armstrong, Timothy B., 2018.
"
**On the choice of test statistic for conditional moment inequalities**," Journal of Econometrics, Elsevier, vol. 203(2), pages 241-255.

- Timothy B. Armstrong, 2016.
"
**On the Choice of Test Statistic for Conditional Moment Inequalities**," Cowles Foundation Discussion Papers 1960R, Cowles Foundation for Research in Economics, Yale University. - Timothy B. Armstrong, 2014.
"
**On the Choice of Test Statistic for Conditional Moment Inequalities**," Cowles Foundation Discussion Papers 1960, Cowles Foundation for Research in Economics, Yale University.

- Armstrong, Timothy B., 2018.
"
- Timothy B. Armstrong & Michal Koles'ar, 2017.
"
**Finite-Sample Optimal Estimation and Inference on Average Treatment Effects Under Unconfoundedness**," Papers 1712.04594, arXiv.org, revised Jan 2021.- Timothy B. Armstrong & Michal Kolesár, 2021.
"
**Finite‐Sample Optimal Estimation and Inference on Average Treatment Effects Under Unconfoundedness**," Econometrica, Econometric Society, vol. 89(3), pages 1141-1177, May.

- Timothy B. Armstrong & Michal Koles'r, 2017.
"
**Finite-Sample Optimal Estimation and Inference on Average Treatment Effects Under Unconfoundedness**," Cowles Foundation Discussion Papers 2115, Cowles Foundation for Research in Economics, Yale University. - Timothy B. Armstrong & Michal Koles'r, 2017.
"
**Finite-Sample Optimal Estimation and Inference on Average Treatment Effects Under Unconfoundedness**," Cowles Foundation Discussion Papers 2115R, Cowles Foundation for Research in Economics, Yale University, revised Dec 2018.

- Timothy B. Armstrong & Michal Kolesár, 2021.
"
- Timothy B. Armstrong & Michal Kolesï¿½r, 2016.
"
**Simple and Honest Confidence Intervals in Nonparametric Regression**," Cowles Foundation Discussion Papers 2044R2, Cowles Foundation for Research in Economics, Yale University, revised Mar 2018.- Timothy B. Armstrong & Michal Kolesár, 2020.
"
**Simple and honest confidence intervals in nonparametric regression**," Quantitative Economics, Econometric Society, vol. 11(1), pages 1-39, January.

- Timothy B. Armstrong & Michal Kolesï¿½r, 2016.
"
**Simple and Honest Confidence Intervals in Nonparametric Regression**," Cowles Foundation Discussion Papers 2044, Cowles Foundation for Research in Economics, Yale University. - Timothy B. Armstrong & Michal Kolesï¿½r, 2016.
"
**Simple and Honest Confidence Intervals in Nonparametric Regression**," Cowles Foundation Discussion Papers 2044R3, Cowles Foundation for Research in Economics, Yale University, revised Aug 2018. - Timothy B. Armstrong & Michal Kolesï¿½r, 2016.
"
**Simple and Honest Confidence Intervals in Nonparametric Regression**," Cowles Foundation Discussion Papers 2044R, Cowles Foundation for Research in Economics, Yale University, revised Oct 2016.

- Timothy B. Armstrong & Michal Kolesár, 2020.
"
- Timothy B. Armstrong & Michal Kolesï¿½r, 2016.
"
**Optimal Inference in a Class of Regression Models**," Cowles Foundation Discussion Papers 2043R, Cowles Foundation for Research in Economics, Yale University, revised May 2017.- Timothy B. Armstrong & Michal Kolesár, 2018.
"
**Optimal Inference in a Class of Regression Models**," Econometrica, Econometric Society, vol. 86(2), pages 655-683, March.

- Timothy B. Armstrong & Michal Kolesï¿½r, 2016.
"
**Optimal Inference in a Class of Regression Models**," Cowles Foundation Discussion Papers 2043R2, Cowles Foundation for Research in Economics, Yale University, revised Dec 2017. - Timothy B. Armstrong & Michal Kolesï¿½r, 2016.
"
**Optimal Inference in a Class of Regression Models**," Cowles Foundation Discussion Papers 2043, Cowles Foundation for Research in Economics, Yale University.

- Timothy B. Armstrong & Michal Kolesár, 2018.
"
- Isaiah Andrews & Timothy B. Armstrong, 2015.
"
**Unbiased Instrumental Variables Estimation under Known First-Stage Sign**," Cowles Foundation Discussion Papers 1984R5, Cowles Foundation for Research in Economics, Yale University, revised Nov 2016.- Isaiah Andrews & Timothy B. Armstrong, 2017.
"
**Unbiased instrumental variables estimation under known first‐stage sign**," Quantitative Economics, Econometric Society, vol. 8(2), pages 479-503, July.

- Isaiah Andrews & Timothy B. Armstrong, 2015.
"
**Unbiased Instrumental Variables Estimation under Known First-Stage Sign**," Cowles Foundation Discussion Papers 1984R2, Cowles Foundation for Research in Economics, Yale University, revised Sep 2015. - Isaiah Andrews & Timothy B. Armstrong, 2015.
"
**Unbiased Instrumental Variables Estimation under Known First-Stage Sign**," Cowles Foundation Discussion Papers 1984R, Cowles Foundation for Research in Economics, Yale University, revised Mar 2015. - Isaiah Andrews & Timothy B. Armstrong, 2015.
"
**Unbiased Instrumental Variables Estimation under Known First-Stage Sign**," Cowles Foundation Discussion Papers 1984, Cowles Foundation for Research in Economics, Yale University. - Isaiah Andrews & Timothy B. Armstrong, 2015.
"
**Unbiased Instrumental Variables Estimation under Known First-Stage Sign**," Cowles Foundation Discussion Papers 1984R3, Cowles Foundation for Research in Economics, Yale University, revised Oct 2015. - Isaiah Andrews & Timothy B. Armstrong, 2015.
"
**Unbiased Instrumental Variables Estimation under Known First-Stage Sign**," Cowles Foundation Discussion Papers 1984R4, Cowles Foundation for Research in Economics, Yale University, revised Apr 2016.

- Isaiah Andrews & Timothy B. Armstrong, 2017.
"
- Timothy B. Armstrong & Michal Kolesar, 2014.
"
**A Simple Adjustment for Bandwidth Snooping**," Cowles Foundation Discussion Papers 1961R, Cowles Foundation for Research in Economics, Yale University, revised Jul 2015.- Timothy B Armstrong & Michal Kolesár, 2018.
"
**A Simple Adjustment for Bandwidth Snooping**," Review of Economic Studies, Oxford University Press, vol. 85(2), pages 732-765.

- Timothy B. Armstrong & Michal Kolesar, 2014.
"
**A Simple Adjustment for Bandwidth Snooping**," Cowles Foundation Discussion Papers 1961R2, Cowles Foundation for Research in Economics, Yale University, revised Oct 2016. - Timothy B. Armstrong & Michal Kolesar, 2014.
"
**A Simple Adjustment for Bandwidth Snooping**," Cowles Foundation Discussion Papers 1961, Cowles Foundation for Research in Economics, Yale University. - Timothy B. Armstrong & Michal Kolesar, 2014.
"
**A Simple Adjustment for Bandwidth Snooping**," Cowles Foundation Discussion Papers 1961R3, Cowles Foundation for Research in Economics, Yale University, revised Jun 2017.

- Timothy B Armstrong & Michal Kolesár, 2018.
"
- Timothy B. Armstrong, 2014.
"
**A Note on Minimax Testing and Confidence Intervals in Moment Inequality Models**," Cowles Foundation Discussion Papers 1975, Cowles Foundation for Research in Economics, Yale University. - Timothy B. Armstrong, 2014.
"
**Adaptive Testing on a Regression Function at a Point**," Cowles Foundation Discussion Papers 1957, Cowles Foundation for Research in Economics, Yale University, revised Oct 2014.- Timothy B. Armstrong, 2014.
"
**Adaptive Testing on a Regression Function at a Point**," Cowles Foundation Discussion Papers 1957R, Cowles Foundation for Research in Economics, Yale University, revised Feb 2015.

- Timothy B. Armstrong, 2014.
"
- Timothy B. Armstrong & Shu Shen, 2013.
"
**Inference on Optimal Treatment Assignments**," Cowles Foundation Discussion Papers 1927R, Cowles Foundation for Research in Economics, Yale University, revised Apr 2014.- Timothy B. Armstrong & Shu Shen, 2013.
"
**Inference on Optimal Treatment Assignments**," Cowles Foundation Discussion Papers 1927, Cowles Foundation for Research in Economics, Yale University. - Timothy B. Armstrong & Shu Shen, 2013.
"
**Inference on Optimal Treatment Assignments**," Cowles Foundation Discussion Papers 1927RR, Cowles Foundation for Research in Economics, Yale University, revised Apr 2015.

- Timothy B. Armstrong & Shu Shen, 2013.
"
- Timothy B. Armstrong & Hock Peng Chan, 2013.
"
**Multiscale Adaptive Inference on Conditional Moment Inequalities**," Cowles Foundation Discussion Papers 1885R, Cowles Foundation for Research in Economics, Yale University, revised Dec 2015.- Armstrong, Timothy B. & Chan, Hock Peng, 2016.
"
**Multiscale adaptive inference on conditional moment inequalities**," Journal of Econometrics, Elsevier, vol. 194(1), pages 24-43.

- Timothy B. Armstrong & Hock Peng Chan, 2013.
"
**Multiscale Adaptive Inference on Conditional Moment Inequalities**," Cowles Foundation Discussion Papers 1885, Cowles Foundation for Research in Economics, Yale University. - Timothy B. Armstrong & Hock Peng Chan, 2013.
"
**Multiscale Adaptive Inference on Conditional Moment Inequalities**," Cowles Foundation Discussion Papers 1885R, Cowles Foundation for Research in Economics, Yale University, revised Oct 2014.

repec:pri:econom:2021-19 is not listed on IDEAS - Armstrong, Timothy B. & Chan, Hock Peng, 2016.
"

### Articles

- Timothy B. Armstrong & Michal Kolesár, 2021.
"
**Sensitivity analysis using approximate moment condition models**," Quantitative Economics, Econometric Society, vol. 12(1), pages 77-108, January.- Timothy B. Armstrong & Michal Koles'ar, 2018.
"
**Sensitivity Analysis using Approximate Moment Condition Models**," Papers 1808.07387, arXiv.org, revised Jul 2020. - Timothy B. Armstrong & Michal Koles'r, 2018.
"
**Sensitivity Analysis using Approximate Moment Condition Models**," Cowles Foundation Discussion Papers 2158R, Cowles Foundation for Research in Economics, Yale University, revised Feb 2019. - Timothy B. Armstrong & Michal Koles'r, 2018.
"
**Sensitivity Analysis using Approximate Moment Condition Models**," Cowles Foundation Discussion Papers 2158, Cowles Foundation for Research in Economics, Yale University. - Timothy B. Armstrong & Michal KolesÃ¡r, 2020.
"
**Sensitivity Analysis using Approximate Moment Condition Models**," Working Papers 2020-28, Princeton University. Economics Department..

- Timothy B. Armstrong & Michal Koles'ar, 2018.
"
- Timothy B. Armstrong & Michal Kolesár, 2021.
"
**Finite‐Sample Optimal Estimation and Inference on Average Treatment Effects Under Unconfoundedness**," Econometrica, Econometric Society, vol. 89(3), pages 1141-1177, May.- Timothy B. Armstrong & Michal Koles'r, 2017.
"
**Finite-Sample Optimal Estimation and Inference on Average Treatment Effects Under Unconfoundedness**," Cowles Foundation Discussion Papers 2115, Cowles Foundation for Research in Economics, Yale University. - Timothy B. Armstrong & Michal Koles'ar, 2017.
"
**Finite-Sample Optimal Estimation and Inference on Average Treatment Effects Under Unconfoundedness**," Papers 1712.04594, arXiv.org, revised Jan 2021. - Timothy B. Armstrong & Michal Koles'r, 2017.
"
**Finite-Sample Optimal Estimation and Inference on Average Treatment Effects Under Unconfoundedness**," Cowles Foundation Discussion Papers 2115R, Cowles Foundation for Research in Economics, Yale University, revised Dec 2018.

- Timothy B. Armstrong & Michal Koles'r, 2017.
"
- Timothy B. Armstrong & Michal Kolesár, 2020.
"
**Simple and honest confidence intervals in nonparametric regression**," Quantitative Economics, Econometric Society, vol. 11(1), pages 1-39, January.- Timothy B. Armstrong & Michal Kolesï¿½r, 2016.
"
**Simple and Honest Confidence Intervals in Nonparametric Regression**," Cowles Foundation Discussion Papers 2044R2, Cowles Foundation for Research in Economics, Yale University, revised Mar 2018. - Timothy B. Armstrong & Michal Kolesï¿½r, 2016.
"
**Simple and Honest Confidence Intervals in Nonparametric Regression**," Cowles Foundation Discussion Papers 2044, Cowles Foundation for Research in Economics, Yale University. - Timothy B. Armstrong & Michal Kolesï¿½r, 2016.
"
**Simple and Honest Confidence Intervals in Nonparametric Regression**," Cowles Foundation Discussion Papers 2044R3, Cowles Foundation for Research in Economics, Yale University, revised Aug 2018. - Timothy B. Armstrong & Michal Kolesï¿½r, 2016.
"
**Simple and Honest Confidence Intervals in Nonparametric Regression**," Cowles Foundation Discussion Papers 2044R, Cowles Foundation for Research in Economics, Yale University, revised Oct 2016.

- Timothy B. Armstrong & Michal Kolesï¿½r, 2016.
"
- Armstrong, Timothy B., 2018.
"
**On the choice of test statistic for conditional moment inequalities**," Journal of Econometrics, Elsevier, vol. 203(2), pages 241-255.- Timothy B. Armstrong, 2016.
"
**On the Choice of Test Statistic for Conditional Moment Inequalities**," Cowles Foundation Discussion Papers 1960R, Cowles Foundation for Research in Economics, Yale University. - Timothy B. Armstrong, 2014.
"
**On the Choice of Test Statistic for Conditional Moment Inequalities**," Cowles Foundation Discussion Papers 1960, Cowles Foundation for Research in Economics, Yale University. - Timothy B. Armstrong, 2017.
"
**On the Choice of Test Statistic for Conditional Moment Inequalities**," Cowles Foundation Discussion Papers 1960R2, Cowles Foundation for Research in Economics, Yale University.

- Timothy B. Armstrong, 2016.
"
- Timothy B. Armstrong & Michal Kolesár, 2018.
"
**Optimal Inference in a Class of Regression Models**," Econometrica, Econometric Society, vol. 86(2), pages 655-683, March.- Timothy B. Armstrong & Michal Kolesï¿½r, 2016.
"
**Optimal Inference in a Class of Regression Models**," Cowles Foundation Discussion Papers 2043R2, Cowles Foundation for Research in Economics, Yale University, revised Dec 2017. - Timothy B. Armstrong & Michal Kolesï¿½r, 2016.
"
**Optimal Inference in a Class of Regression Models**," Cowles Foundation Discussion Papers 2043R, Cowles Foundation for Research in Economics, Yale University, revised May 2017. - Timothy B. Armstrong & Michal Kolesï¿½r, 2016.
"
**Optimal Inference in a Class of Regression Models**," Cowles Foundation Discussion Papers 2043, Cowles Foundation for Research in Economics, Yale University.

- Timothy B. Armstrong & Michal Kolesï¿½r, 2016.
"
- Timothy B Armstrong & Michal Kolesár, 2018.
"
**A Simple Adjustment for Bandwidth Snooping**," Review of Economic Studies, Oxford University Press, vol. 85(2), pages 732-765.- Timothy B. Armstrong & Michal Kolesar, 2014.
"
**A Simple Adjustment for Bandwidth Snooping**," Cowles Foundation Discussion Papers 1961R2, Cowles Foundation for Research in Economics, Yale University, revised Oct 2016. - Timothy B. Armstrong & Michal Kolesar, 2014.
"
**A Simple Adjustment for Bandwidth Snooping**," Cowles Foundation Discussion Papers 1961R, Cowles Foundation for Research in Economics, Yale University, revised Jul 2015. - Timothy B. Armstrong & Michal Kolesar, 2014.
"
**A Simple Adjustment for Bandwidth Snooping**," Cowles Foundation Discussion Papers 1961, Cowles Foundation for Research in Economics, Yale University. - Timothy B. Armstrong & Michal Kolesar, 2014.
"
**A Simple Adjustment for Bandwidth Snooping**," Cowles Foundation Discussion Papers 1961R3, Cowles Foundation for Research in Economics, Yale University, revised Jun 2017.

- Timothy B. Armstrong & Michal Kolesar, 2014.
"
- Isaiah Andrews & Timothy B. Armstrong, 2017.
"
**Unbiased instrumental variables estimation under known first‐stage sign**," Quantitative Economics, Econometric Society, vol. 8(2), pages 479-503, July.- Isaiah Andrews & Timothy B. Armstrong, 2015.
"
**Unbiased Instrumental Variables Estimation under Known First-Stage Sign**," Cowles Foundation Discussion Papers 1984R2, Cowles Foundation for Research in Economics, Yale University, revised Sep 2015. - Isaiah Andrews & Timothy B. Armstrong, 2015.
"
**Unbiased Instrumental Variables Estimation under Known First-Stage Sign**," Cowles Foundation Discussion Papers 1984R, Cowles Foundation for Research in Economics, Yale University, revised Mar 2015. - Isaiah Andrews & Timothy B. Armstrong, 2015.
"
**Unbiased Instrumental Variables Estimation under Known First-Stage Sign**," Cowles Foundation Discussion Papers 1984, Cowles Foundation for Research in Economics, Yale University. - Isaiah Andrews & Timothy B. Armstrong, 2015.
"
**Unbiased Instrumental Variables Estimation under Known First-Stage Sign**," Cowles Foundation Discussion Papers 1984R3, Cowles Foundation for Research in Economics, Yale University, revised Oct 2015. - Isaiah Andrews & Timothy B. Armstrong, 2015.
"
**Unbiased Instrumental Variables Estimation under Known First-Stage Sign**," Cowles Foundation Discussion Papers 1984R4, Cowles Foundation for Research in Economics, Yale University, revised Apr 2016. - Isaiah Andrews & Timothy B. Armstrong, 2015.
"
**Unbiased Instrumental Variables Estimation under Known First-Stage Sign**," Cowles Foundation Discussion Papers 1984R5, Cowles Foundation for Research in Economics, Yale University, revised Nov 2016.

- Isaiah Andrews & Timothy B. Armstrong, 2015.
"
- Armstrong, Timothy B. & Chan, Hock Peng, 2016.
"
**Multiscale adaptive inference on conditional moment inequalities**," Journal of Econometrics, Elsevier, vol. 194(1), pages 24-43.- Timothy B. Armstrong & Hock Peng Chan, 2013.
"
**Multiscale Adaptive Inference on Conditional Moment Inequalities**," Cowles Foundation Discussion Papers 1885, Cowles Foundation for Research in Economics, Yale University. - Timothy B. Armstrong & Hock Peng Chan, 2013.
"
**Multiscale Adaptive Inference on Conditional Moment Inequalities**," Cowles Foundation Discussion Papers 1885R, Cowles Foundation for Research in Economics, Yale University, revised Oct 2014. - Timothy B. Armstrong & Hock Peng Chan, 2013.
"
**Multiscale Adaptive Inference on Conditional Moment Inequalities**," Cowles Foundation Discussion Papers 1885R, Cowles Foundation for Research in Economics, Yale University, revised Dec 2015.

- Timothy B. Armstrong & Hock Peng Chan, 2013.
"
- Timothy B. Armstrong, 2016.
"
**Large Market Asymptotics for Differentiated Product Demand Estimators With Economic Models of Supply**," Econometrica, Econometric Society, vol. 84, pages 1961-1980, September. - Armstrong, Timothy B., 2015.
"
**Asymptotically exact inference in conditional moment inequality models**," Journal of Econometrics, Elsevier, vol. 186(1), pages 51-65. - Armstrong, Timothy B., 2014.
"
**Weighted KS statistics for inference on conditional moment inequalities**," Journal of Econometrics, Elsevier, vol. 181(2), pages 92-116. - Armstrong, Timothy B. & Bertanha, Marinho & Hong, Han, 2014.
"
**A fast resample method for parametric and semiparametric models**," Journal of Econometrics, Elsevier, vol. 179(2), pages 128-133. - Timothy B. Armstrong, 2013.
"
**Bounds in auctions with unobserved heterogeneity**," Quantitative Economics, Econometric Society, vol. 4(3), pages 377-415, November.

### Software components

- Timothy Armstrong & Michal Kolesár & Mikkel Plagborg-Møller & Luther Yap, 2021.
"
**EBREG: Stata module to compute Robust Empirical Bayes Confidence Intervals**," Statistical Software Components S459007, Boston College Department of Economics.

## More information

Research fields, statistics, top rankings, if available.### Statistics

#### Access and download statistics for all items

### Rankings

This author is among the top 5% authors according to these criteria:- Number of Distinct Works, Weighted by Number of Authors and Simple Impact Factors
- Number of Distinct Works, Weighted by Number of Authors and Recursive Impact Factors
- Number of Citations, Weighted by Number of Authors and Recursive Impact Factors, Discounted by Citation Age
- Number of Journal Pages, Weighted by Simple Impact Factor
- Number of Journal Pages, Weighted by Recursive Impact Factor
- Number of Journal Pages, Weighted by Number of Authors and Simple Impact Factors
- Number of Journal Pages, Weighted by Number of Authors and Recursive Impact Factors

### Co-authorship network on CollEc

### NEP Fields

NEP is an announcement service for new working papers, with a weekly report in each of many fields. This author has had 24 papers announced in NEP. These are the fields, ordered by number of announcements, along with their dates. If the author is listed in the directory of specialists for this field, a link is also provided.- NEP-ECM:
**Econometrics**(15) 2013-01-26 2013-11-22 2014-10-03 2014-11-07 2014-12-29 2015-01-14 2015-02-16 2016-06-18 2016-06-25 2018-04-09 2018-04-16 2018-09-03 2018-11-05 2020-04-13 2021-02-01. Author is listed - NEP-ORE:
**Operations Research**(8) 2014-10-03 2014-11-01 2019-01-07 2019-02-25 2019-07-29 2022-03-14 2022-03-21 2022-03-21. Author is listed - NEP-SEA: South East Asia (3) 2013-01-26 2014-11-01 2015-12-20
- NEP-BAN: Banking (2) 2022-03-21 2022-03-21
- NEP-MFD: Microfinance (1) 2015-03-05
- NEP-NET: Network Economics (1) 2016-06-25

## Corrections

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