The Importance of Replication in Wildlife Research

ANDERSON, D. R. 2001. The need to get the basics right in wildlife field studies. Wildlife Society Bulletin 29:1294-1297.

_____, K. P. BURNHAM, W. R. GOULD, and S. CHERRY. 2001. Concerns about finding effects that are actually spurious. Wildlife Society Bulletin 29:311-316.

_____, _____, and W. L. THOMPSON. 2000. Null hypothesis testing: problems, prevalence, and an alternative. Journal of Wildlife Management 64:912-923.

ANONYMOUS. 2002. Getting null results into print. Science 296:2137.

BAILAR, J. C., III. 1995. The practice of meta-analysis. Journal of Clinical Epidemiology 48:149-157.

BALSER, D. S., H. H. DILL, and H. K. NELSON. 1968. Effect of predator reduction on waterfowl nesting success. Journal of Wildlife Management 32:669-682.

BARNARD, G. A. 1982. Causation. Pages 387-389 in S. Kotz and N. L. Johnson, editors. Encyclopedia of statistical sciences. Volume 1. Wiley, New York, USA.

BERGER, J. O., and T. SELLKE. 1987. Testing a point null hypothesis: the irreconcilability of P values and evidence. Journal of the American Statistical Association 82:112-122.

BERLIN, J. A., C. B. BEGG, and T. A. LOUIS. 1989. An assessment of publication bias using a sample of published clinical trials. Journal of the American Statistical Association 84:381-392.

BOX, G. E. P., and G. C. TIAO. 1975. Intervention analysis with applications to economic and environmental problems. Journal of the American Statistical Association 70:70-79.

BOYD, H. 1981. Prairie dabbling ducks, 1941-1990. Canadian Wildlife Service Progress Notes 119, Ottawa, Ontario, Canada.

BURNHAM, K. P., and D. R. ANDERSON. 2002. Model selection and multi-model inference: a practical information-theoretic approach. Second edition. Springer, New York, USA.

CARPENTER, S. R. 1990. Large-scale perturbations: opportunities for innovation. Ecology 71:2038-2043.

_____. 1996. Microcosm experiments have limited relevance for community and ecosystem ecology. Ecology 77:677-680.

CARVER, R. P. 1978. The case against statistical significance testing. Harvard Educational Review 48:378-399.

CATCHPOLE, C. K. 1989. Pseudoreplication and external validity: playback experiments in avian bioacoustics. Trends in Ecology & Evolution 4:286-287.

CHERRY, S. 1998. Statistical tests in publications of The Wildlife Society. Wildlife Society Bulletin 26:947-953.

COCHRAN, W. G. 1983. Planning and analysis of observational studies. Wiley, New York, USA.

COX, D. R., and N. WERMUTH. 1996. Multivariate dependencies-models, analysis and interpretation. Chapman & Hall, London, United Kingdom.

EBERHARDT, L. L. 1970. Correlation, regression, and density dependence. Ecology 51:306-310.

_____. 1976. Quantitative ecology and impact assessment. Journal of Environmental Management 4:27-70.

_____, and J. M. THOMAS. 1991. Designing environmental field studies. Ecological Monographs 61:53-73.

ERICKSON, W. P., T. L. MCDONALD, K. G. GEROW, S. HOWLIN, and J. W. KERN. 2001. Statistical issues in resource selection studies with radio-marked animals. Pages 209-242 in J. J. Millspaugh and J. M. Marzluff, editors. Radio tracking and animal populations. Academic Press, San Diego, California, USA.

FAABORG, J., M. BRITTINGHAM, T. DONOVAN, and J. BLAKE. 1993. Habitat fragmentation in the temperate zone: a perspective for managers. Pages 331-338 in D. M. Finch and P. W. Stangel, editors. Status and management of neotropical migratory birds. U.S. Forest Service General Technical Report RM-229.

FISHER, R. A. 1926. The arrangement of field experiments. Journal of the Ministry of Agriculture 33:503-513.

_____. 1971. The design of experiments. Hafner, New York, USA.

GUREVITCH, J. A., and L. V. HEDGES. 2001. Meta-analysis: combining the results of independent experiments. Pages 347-369 in S. M. Scheiner and J. Gurevitch, editors. Design and analysis of ecological experiments. Second edition. Oxford University Press, Oxford, United Kingdom.

HARVILLE, D. A. 1975. Experimental randomization: Who needs it? American Statistician 29:27-31.

HEDGES, L. V., and I. OLKIN. 1985. Statistical methods for meta-analysis. Academic Press, San Diego, California, USA.

HEFFNER, R. A., M. J. BUTLER, IV, and C. K. REILLY. 1996. Pseudoreplication revisited. Ecology 77:2558-2562.

HOFFERT, S. P. 1998. Efforts increase to boost validity of meta-analyses. Scientist 12:7-8.

HOLLAND, P. W. 1986. Statistics and causal inference. Journal of the American Statistical Association 81:945-960.

HURLBERT, S. H. 1984. Pseudoreplication and the design of ecological field experiments. Ecological Monographs 54:187-211.

_____. 1994. Old shibboleths and new syntheses. Trends in Ecology & Evolution 9:495-496.

_____. 1997. Experiments in ecology [book review]. Endeavour 21:172-173.

_____, and M. D. WHITE. 1993. Experiments with freshwater invertebrate zooplanktivores: quality of statistical analyses. Bulletin of Marine Science 53:128-153.

HURVICH, C. M., and C.-L. TSAI. 1990. The impact of model selection on inference in linear regression. American Statistician 44:214-217.

JOHNSON, D. H. 1974. Estimating survival rates from banding of adult and juvenile birds. Journal of Wildlife Management 38:290-297.

_____. 1981. The use and misuse of statistics in wildlife habitat studies. Pages 11-19 in D. E. Capen, editor. The use of multivariate statistics in studies of wildlife habitat. U.S. Forest Service General Technical Report RM-87.

_____. 1995. Statistical sirens: the allure of nonparametrics. Ecology 76:1998-2000.

_____. 1999. The insignificance of statistical significance testing. Journal of Wildlife Management 63:763-772.

_____. 2001a. Validating and evaluating models. Pages 105-119 in T. M. Shenk and A. B. Franklin, editors. Modeling in natural resource management: development, interpretation, and application. Island Press, Washington, D.C., USA.

_____. 2001b. Habitat fragmentation effects on birds in grasslands and wetlands: a critique of our knowledge. Great Plains Research 11:211-231.

_____. 2002. The role of hypothesis testing in wildlife science. Journal of Wildlife Management 66:272-276.

_____, J. D. NICHOLS, and M. D. SCHWARTZ. 1992. Population dynamics of breeding waterfowl. Pages 446-485 in B. D. J. Batt, A. D. Afton, M. G. Anderson, C. D. Ankney, D. H. Johnson, J. A. Kadlec, and G. L. Krapu, editors. Ecology and management of breeding waterfowl. University of Minnesota Press, Minneapolis, USA.

_____, and M. WINTER. 1999. Reserve design for grasslands: considerations for bird populations. Proceedings of the George Wright Society Biennial Conference 10:391-396.

LEVINS, R.1966. The strategy of model building in population biology. American Scientist 54:421-431.

LIANG, R. I., and S. L. ZEGER. 1986. Longitudinal data analysis using generalized linear models. Biometrika 73:13-22.

MACNAB, J. 1983. Wildlife management as scientific experimentation. Wildlife Society Bulletin 11:397-401.

MALLOWS, C. L. 1979. Robust methods-some examples of their use. American Statistician 33:179-184.

MANN, C. C. 1994. Can meta-analysis make policy? Science 266:960-962.

MCCULLAGH, P., and J. A. NELDER. 1989. Generalized linear models. Second edition. Chapman & Hall, London, United Kingdom.

MILLSPAUGH, J. J., J. R. SKALSKI, B. J. KERNOHAN, K. J. RAEDEKE, G. C. BRUNDIGE, and A. B. COOPER. 1998. Some comments on spatial independence in studies of resource selection. Wildlife Society Bulletin 26:232-236.

NICHOLS, J. D. 2001. Using models in the conduct of science and management of natural resources. Pages 11-34 in T. M. Shenk and A. B. Franklin, editors. Modeling in natural resource management: development, interpretation, and application. Island Press, Washington, D.C., USA.

OSENBERG, C. W., O. SARNELLE, and D. E. GOLDBERG, editors. 1999. Meta-analysis in ecology: concepts, statistics, and applications. Ecology 80:1103-1167.

PEARL, J. 2000. Causality: models, reasoning, and inference. Cambridge University Press, Cambridge, United Kingdom.

PLATT, J. R. 1964. Strong inference. Science 146:347-353.

POPE, P. T., and J. T. WEBSTER. 1972. The use of an F-statistic in stepwise regression procedures. Technometrics 14:327-340.

PROVENCHER, L., N. M. GOBRIS, L. A. BRENNAN, D. R. GORDON, and J. L. HARDESTY. 2002. Breeding bird response to midstory hardwood reduction in Florida sandhill longleaf pine forests. Journal of Wildlife Management 66:641-661.

REXSTAD, E. A., D. D. MILLER, C. H. FLATHER, E. M. ANDERSON, J. W. HUPP, and D. R. ANDERSON. 1988. Questionable multivariate statistical inference in wildlife habitat and community studies. Journal of Wildlife Management 52:794-798.

ROMESBURG, H. C. 1981. Wildlife science: gaining reliable knowledge. Journal of Wildlife Management 45:293-313.

RUBIN, D. B. 1974. Estimating causal effects of treatments in randomized and nonrandomized studies. Journal of Educational Psychology 66:688-701.

SCHINDLER, D. W. 1998. Replication versus realism: the need for ecosystem-scale experiments. Ecosystems 1:323-334.

SMITH, E. P. 2002. BACI design. Pages 141-148 in A. H. El-Shaarawi and W. W. Piegorsch, editors. Encyclopedia of environmetrics. Volume 1. Wiley, Chichester, United Kingdom.

SMITH, T. M. F., and R. A. SUGDEN. 1988. Sampling and assignment mechanisms in experiments, surveys and observational studies. International Statistical Review 56:165-180.

STERLING, T. D., W. L. ROSENBAUM, and J. J. WEINKAM. 1995. Publication decisions revisited: the effect of the outcome of statistical tests on the decision to publish and vice versa. American Statistician 49:108-112.

STERNE, J. A. C., and G. D. SMITH. 2001. Sifting the evidence - what's wrong with significance tests? British Medical Journal 322:226-231.

STEWART-OATEN, A. 2002. Pseudo-replication. Pages 1642-1646 in A. H. El-Shaarawi and W. W. Piegorsch, editors. Encyclopedia of environmetrics. Volume 3. Wiley, Chichester, United Kingdom.

_____, and J. R. BENCE. 2001. Temporal and spatial variation in environmental impact assessment. Ecological Monographs 71:305-339.

_____, W. W. MURDOCH, and K. R. PARKER. 1986. Environmental impact assessment: "pseudoreplication" in time? Ecology 67:929-940.

TAPPER, S. C., G. R. POTTS, and M. H. BROCKLESS. 1996. The effect of an experimental reduction in predation pressure on the breeding success and population density of grey partridges Perdix perdix. Journal of Animal Ecology 33:965-978.

THOMAS, J. W. 2000. From managing a deer herd to moving a mountain-one Pilgrim's progress. Journal of Wildlife Management 64:1-10.

TUKEY, J. W. 1960. Conclusions vs decisions. Technometrics 2:423-433.

WALTERS, C. 1986. Adaptive management of renewable resources. Macmillan, New York, USA.

WILLIAMS, B. K., J. D. NICHOLS, and M. J. CONROY. 2002. Analysis and management of animal populations: modeling, estimation, and decision making. Academic Press, San Diego, California, USA.

YOUDEN, W. J. 1972. Enduring values. Technometrics 14:1-11.