Daniel Kaplan’s research publications

My earliest publication, from my college days, was an analysis of defense policy and possibilities:

  1. Daniel Kaplan (1983), “Lasers for missile defense” The Bulletin of the Atomic Scientists (May):5-8.

Education

For the last 30 years, my professional work has focused on university-level education in applied math and statistics. The several student-facing textbooks I have authored are listed on my CV. The following publications are from professional journals:

  1. Daniel Kaplan (2018), “Teaching stats for data science” The American Statistician 72(1):89–96

  2. Randall Pruim, Daniel T Kaplan, Nicholas J Horton (2017), “The mosaic Package: Helping Students to ‘Think with Data’ Using R” R Journal 9(1)

  3. DT Kaplan, C Bocovich & R Pruim (2015) “Modeling-based Calculus with R/mosaic”, The UMAP Journal, 36:1, pp 23-51

  4. Daniel Kaplan (2013), “Calculus and statistics” AMSTAT News (433):26

  5. Joan Garfield, Andrew Zieffler, Daniel Kaplan, George W Cobb, Beth L Chance, John P Holcomb (2011), “Rethinking assessment of student learning in statistics courses”, The American Statistician 65(1):1–10

  6. Daniel Kaplan (2007), “Computing and introductory statistics”, Technology Innovations in Statistics Education 1(1)

Physics

  1. Daniel T Kaplan, Leon Glass (1992), “Direct test for determinism in a time series” Physical Review Letters 68(4):427

  2. Daniel T Kaplan, John R Clay, Timothy Manning, Leon Glass, Michael R Guevara, Alvin Shrier (1996), “Subthreshold dynamics in periodically stimulated squid giant axons” Physical Review Letters 76(21):4074

  3. Paul So, Edward Ott, Steven J Schiff, Daniel T Kaplan, Tim Sauer, Celso Grebogi (1996), “Detecting unstable periodic orbits in chaotic experimental data” Physical Review Letters 76(25):4705

  4. Francis X Witkowski, Katherine M Kavanagh, Patricia A Penkoske, Robert Plonsey, Mark L Spano, William L Ditto, Daniel T Kaplan (1995), “Evidence for determinism in ventricular fibrillation” Physical Review Letters 75(6):1230

  5. Daniel T Kaplan, John R Clay, Timothy Manning, Leon Glass, Michael R Guevara, Alvin Shrier (1996), “Subthreshold dynamics in periodically stimulated squid giant axons” Physical Review Letters 76(21):4074

  6. Daniel T Kaplan, Leon Glass (1993), “Coarse-grained embeddings of time series: random walks, Gaussian random processes, and deterministic chaos” Physica D: Nonlinear Phenomena 64(4):431–454 link

  7. David J Christini and Daniel T Kaplan (2000),“Adaptive estimation and control method for unstable periodic dynamics in spike trains” Physical Review E 61(5):5149

  8. Thomas Schreiber, Daniel T Kaplan (1996), “Nonlinear noise reduction for electrocardiograms” Chaos: An Interdisciplinary Journal of Nonlinear Science 6(1):87–92 link

  9. Christopher L Bremer, Daniel T Kaplan (2001), “Markov chain Monte Carlo estimation of nonlinear dynamics from time series” Physica D: Nonlinear Phenomena 160(1-2):116–126

  10. Daniel T Kaplan (1994), “Exceptional events as evidence for determinism” Physica. D, Nonlinear phenomena 73(12):38–48

  11. Daniel T Kaplan, Mario Talajic (1991), “Dynamics of heart rate” Chaos: An Interdisciplinary Journal of Nonlinear Science 1(3):251–256

  12. Daniel T Kaplan (1993), “Evaluating deterministic structure in maps deduced from discrete-time measurements” International Journal of Bifurcation and Chaos 3(3):617–623

  13. Berndt Pilgram, Daniel T Kaplan (1998), “A comparison of estimators for 1/f noise” Physica-Section D 114(1):108– 122

  14. Thomas Schreiber, Daniel T Kaplan (1996), “Signal separation by nonlinear projections: The fetal electrocardiogram” Physical Review E 53(5):R4326

  15. Sarah Little, Stephen Ellner, Mercedes Pascual, Michael Neubert, Daniel Kaplan, Timothy Sauer, Hal Caswell,Andy Solow (1996), “Detecting nonlinear dynamics in spatio-temporal systems, examples from ecological models” Physica D: Nonlinear Phenomena 96(1-4):321–333

Physiology and Medicine

  1. Philippe Faure, Daniel Kaplan, Henri Korn (2000), “Synaptic efficacy and the transmission of complex firing patterns between neurons” Journal of neurophysiology 84(6):3010–3025 link

  2. Daniel T Kaplan (1994) “The analysis of variability” Journal of cardiovascular electrophysiology 5(1):16–19

  3. DT Kaplan, MI Furman, SM Pincus, SM Ryan, LA Lipsitz, AL Goldberger (1991), “Aging and the complexity of cardiovascular dynamics” Biophysical Journal 59(4):945 link

  4. D Kaplan, L Glass (1996), “Nonlinear Dynamics in Physiology and Medicine” Journal of Theoretical Biology 178( ):227–228 link

  5. Daniel T Kaplan, Mario Talajic (1991), “Dynamics of heart rate” Chaos: An Interdisciplinary Journal of Nonlinear Science 1(3):251–256 link

  6. Berndt Pilgram, Daniel T Kaplan (1999), “Nonstationarity and 1/f noise characteristics in heart rate” American Journal of Physiology – Regulatory, Integrative and Comparative Physiology 276(1):R1–R9 link

  7. Daniel T Kaplan, Richard J Cohen (1990) “Is fibrillation chaos?” Circulation Research 67(4):886–892link

  8. David S Rosenbaum, Daniel T Kaplan, Anthony Kanai, Lance Jackson, Hasan Garan, Richard J Cohen, Guy Salama (1991) “Repolarization inhomogeneities in ventricular myocardium change dynamically with abrupt cycle length shortening.” Circulation 84(3):1333–1345

  9. Daniel T Kaplan, Joseph M Smith, Bo EH Saxberg, Richard J Cohen (1988) “Nonlinear dynamics in cardiac conduction” Mathematical biosciences 90(1-2):19–48

  10. Naoto Burioka, Germaine Cornélissen, Franz Halberg, Daniel T Kaplan, Hisashi Suyama, Takanori Sako, Eiji Shimizu (2003) “Approximate entropy of human respiratory movement during eye-closed waking and different sleep stages” Chest 123(1):80–86

  11. Leon Glass, Daniel Kaplan (1993) “Time series analysis of complex dynamics in physiology and medicine” Medical Progress through Technology 19(3):115-128

  12. P Caminal, L Dominge, BF Giraldo, M Vallverdú, S Benito, G Vázquez, D Kaplan (2004) “Variability analysis of the respiratory volume based on non-linear prediction methods” Medical and Biological Engineering and Computing 42(1):86–91 link

  13. Naoto Burioka, Masanori Miyata, Germaine Cornélissen, Franz Halberg, Takao Takeshima, Daniel T Kaplan, Hisashi Suyama, Masanori Endo, Yoshihiro Maegaki, Takashi Nomura (2005) “Approximate entropy in the electroencephalogram during wake and sleep” Clinical EEG and neuroscience 36(1):21–24

  14. Daniel T Kaplan, Richard J Cohen (1990) “Searching for Chaos in Fibrillation” Annals of the New York Academy of Sciences 591(1):367–374

  15. M Jospin, EW Jensen, P Caminal, DT Kaplan, HUGO Vereecke, MMRF Struys (2006) “A new spectral index for assess- ing depth of anesthesia based on the cumulative power spectrum of the EEG: A-85” European Journal of Anaesthesiology (EJA) 23:22

  16. Douglas Barnaby, Kevin Ferrick, Daniel T Kaplan, Sachin Shah, Polly Bijur, E John Gallagher (2002) “Heart rate vari- ability in emergency department patients with sepsis” Academic emergency medicine 9(7):661–670

  17. Naoto Burioka, Germaine Cornélissen, Yoshihiro Maegaki, Franz Halberg, Daniel T Kaplan, Masanori Miyata, Yasushi Fukuoka, Masahiro Endo, Hisashi Suyama, Yutaka Tomita (2005) “Approximate entropy of the electroencephalogram in healthy awake subjects and absence epilepsy patients” Clinical EEG and Neuroscience 36(3):188– 193 link

  18. Daniel T Kaplan, Ary L Goldberger (1991) “Chaos in cardiology” Journal of Cardiovascular Electrophysiology 2(4):342–354 link

  19. Daniel T Kaplan (1991) “Geometrical techniques for analyzing ECG dynamics” Journal of electrocardiology 24():77– 82 link

  20. Daniel T Kaplan (2000) “Time series and the dynamics of demand pacing” Methods of information in medicine 39(2):114–117 link

  21. Daniel T Kaplan (1997) “Nonlinearity and nonstationarity: the use of surrogate data in interpreting fluctuations” Studies in Health Technology and Informatics ( ):15–281 link

  22. Dirk Hoyer, Daniel Kaplan, Milan Palus, Bernd Pompe, Henrik Seidel (1998) “New systems-analytical approaches to nonlinear coordination” IEEE engineering in medicine and biology 17(6):58–61 link

Economics

  1. William A Barnett, A Ronald Gallant, Melvin J Hinich, Jochen A Jungeilges, Daniel T Kaplan, Mark J Jensen (1997) “A single-blind controlled competition among tests for nonlinearity and chaos” Journal of econometrics 82(1):157–192

  2. William Barnett, Ronald Gallant, Melvin Hinch, Jochenand Jungeilges, Daniel Kaplan, Mark Jensen (1995) “Robustness of nonlinearity and chaos tests to measurement error, inference method, and sample size” Journal of Economic Behavior and Organization 27(2):301–320

Engineering

  1. Mark S Roulston, Daniel T Kaplan, J Hardenberg, Leonard A Smith (2003) “Using medium-range weather forcasts to improve the value of wind energy production” Renewable Energy 28(4):585–602

  2. Thomas Schreiber, Daniel T Kaplan (1996) “Signal separation by nonlinear projections: The fetal electrocardiogram” Physical Review E 53(5):R4326 link

  3. P Caminal, L Dominge, BF Giraldo, M Vallverdú, S Benito, G Vázquez, D Kaplan (2004) “Variability analysis of the respiratory volume based on non-linear prediction methods” Medical and Biological Engineering and Computing 42(1):86–91

  4. Dirk Hoyer, Daniel Kaplan, Milan Palus, Bernd Pompe, Henrik Seidel (1998) “New systems-analytical approaches to nonlinear coordination” IEEE engineering in medicine and biology 17(6):58–61

  5. Marcus Richter, Thomas Schreiber, Daniel T Kaplan (1998) “Fetal ECG extraction with nonlinear state-space projections” IEEE Transactions on Biomedical Engineering 45(1):133–137