On a Calculus-based Statistics Course for Life Science Students

The choice of pedagogy in statistics should take advantage of the quantitative capabilities and scientific background of the students. In this article, we propose a model for a statistics course that assumes student competency in calculus and a broadening knowledge in biology. We illustrate our methods and practices through examples from the curriculum.

[1]  Deborah Nolan,et al.  Stat Labs: Mathematical Statistics Through Applications , 2001 .

[2]  Division on Earth.  BIO2010: Transforming Undergraduate Education for Future Research Biologists , 2003 .

[3]  J. Diamond,et al.  Farmers and Their Languages: The First Expansions , 2003, Science.

[4]  M. Zweig,et al.  Receiver-operating characteristic (ROC) plots: a fundamental evaluation tool in clinical medicine. , 1993, Clinical chemistry.

[5]  M. Kendall.  Probability and Statistical Inference , 1956, Nature.

[6]  K. M. L. Suxena,et al.  Introduction to Statistical Theory , 1976 .

[7]  F. Collins,et al.  Principles of Biochemistry , 1937, The Indian Medical Gazette.

[8]  W. Stephan,et al.  Analysis of a genetic hitchhiking model, and its application to DNA polymorphism data from Drosophila melanogaster. , 1993, Molecular biology and evolution.

[9]  David Brian Walton,et al.  Analysis of single-molecule kinesin assay data by hidden Markov model filtering , 2002 .

[10]  S. T. Buckland,et al.  An Introduction to the Bootstrap. , 1994 .

[11]  H. J. Arnold.  Introduction to the Practice of Statistics , 1990 .

[12]  Monica C. Jackson,et al.  Introduction to the Practice of Statistics , 2001 .

[13]  A. Lehninger.  Principles of Biochemistry , 1984 .

[14]  S. Ross.  A First Course in Probability , 1977 .

[15]  F. James Rohlf,et al.  Biometry: The Principles and Practice of Statistics in Biological Research , 1969 .

[16]  P. J. Green,et al.  Probability and Statistical Inference , 1978 .

[17]  L. Powell.  APPROXIMATING VARIANCE OF DEMOGRAPHIC PARAMETERS USING THE DELTA METHOD: A REFERENCE FOR AVIAN BIOLOGISTS , 2007 .

[18]  Deborah Nolan,et al.  Teaching statistics theory through applications , 1999 .

[19]  G. Rowell,et al.  Undergraduate Statistics Education and the National Science Foundation , 2008 .

[20]  Sean S. Downey,et al.  Coevolution of languages and genes on the island of Sumba, eastern Indonesia , 2007, Proceedings of the National Academy of Sciences.

[21]  Walter W. Piegorsch,et al.  Analyzing Environmental Data , 2006 .

[22]  Alan Agresti,et al.  Statistics: The Art and Science of Learning from Data , 2005 .

[23]  M. Kenward,et al.  An Introduction to the Bootstrap , 2007 .

[24]  G. Pólya,et al.  Über den zentralen Grenzwertsatz der Wahrscheinlichkeitsrechnung und das Momentenproblem , 1920 .

[25]  Allan J. Rossman,et al.  A Data-Oriented, Active Learning, Post-Calculus Introduction to Statistical Concepts, Methods, and Theory , 2004, Curricular Development in Statistics Education IASE Roundtable Conference.

[26]  Duncan Temple Lang,et al.  Approaches to Broadening the Statistics Curricula , 2009 .

[27]  Larry D. Yore,et al.  Quality research in literacy and science education : international perspectives and gold standards , 2009 .