Inference and generality in ecology: Current problems and an experimental solution

Oikos

Volumn 78, Issue 2, 1997, Pages 265-273

  Beck, Michael W ^a,b  

^a FLORIDA STATE UNIVERSITY   (United States)

^b UNIVERSITY OF SYDNEY   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

ECOLOGY; EXPERIMENTAL DESIGN; GENERALITY; INFERENCE;

EID: 0030620791     PISSN: 00301299     EISSN: None     Source Type: Journal    
DOI: 10.2307/3546293     Document Type: Article

References (98)

1. Andrew, N. L. and Mapstone, B. D. 1987. Sampling and the description of spatial pattern in marine ecology. - Annu. Rev. Ocean. Mar. Biol. 25: 39-90.
2. Beck, M. W. 1995. Size-specific shelter limitation in stone crabs: a test of the demographic bottleneck hypothesis. -Ecology 76: 968-980.
3. Bennington, C. C. and Thayne, W. V. 1994. Use and misuse of mixed model analysis of variance in ecological studies. -Ecology 75: 717-722.
4. Bergelson, J. and M. J. Crawley. 1992a. The effects of grazers on the performance of individuals and populations of scarlet gilia, Ipomopsis aggregata. - Oecologia 90: 435-444.
5. _ and Crawley, M. J. 1992b. Herbivory and Ipomopsis nggregata: the disadvantages of being eaten. - Am. Nat. 139: 870-882.
6. Bohnsack, J. A. 1989. Are high densities of fishes at artificial reefs the result of habitat limitation or behavioral preference? - Bull. Mar. Sci. 44: 631-645.
7. _ and Sutherland, D. L. 1985. Artificial reef research: a review with recommendations for future priorities. - Bull. Mar. Sci. 37: 11-39.
8. Chamberlin, T. C. 1890. The method of multiple working hypotheses. - Science 15: 92-97 (reprinted in 1965. - Science 148: 754-759).
9. Chamberlin, T. C. 1890. The method of multiple working hypotheses. - Science 15: 92-97 (reprinted in 1965. -Science 148: 754-759).
10. Connell, J. H. 1980. Diversity and the coevolution of competitors, or the ghost of competition past. - Oikos 35: 131-138.
11. _ 1983. On the prevalence and relative importance of interspecific competition: evidence from field experiments. -Am. Nat. 122: 661-696.
12. Connor, E. F. and Simberloff, D. 1986. Competition, scientific method, and null models in ecology. - Am. Sci. 74: 155-162.
13. Dayton, P. K. 1992. Community landscape: scale and stability in hard bottom marine communities. - In: Giller, P. S., Hildrew, A. G. and Raffaelli, D. G. (eds), Aquatic ecology: scale, pattern and process. Black well, Boston, pp. 289-332.
14. Deming, W. E. 1975. On probability as a basis for action. -Am. Statist. 29: 146-152.
15. Doak, D. F. and Mills, L. S. 1994. A useful role for theory in conservation. - Ecoloey 75: 615-626.
16. Dreistadt, S. H., Dahlsten, D. L. and Frankie, G. W. 1990. Urban forests and insect ecology. - Bioscience 40: 192-198.
17. Dutilleul, P. 1993. Spatial heterogeneity and the design of ecological field experiments. - Ecology 74: 1646-1658.
18. Eisenhart, C. 1947. The assumptions underlying the analysis of variance. - Biometrics 3: 1-21.
19. Elner, R. W. and Vadas, R. L., Sr. 1990. Inference in ecology: the sea urchin phenomenon in the northwestern Atlantic. -Am. Nat. 136: 108-125.
20. Estes, J. A. and Harrold, C. 1988. Sea otters, sea urchins, and kelp beds: some questions of scale. - In: VanBlaricom, G. R. and Estes. J. A. (eds), The community ecology of sea otters. Springer, Berlin, pp. 116-150.
21. _ and Duggins, D. O. 1995. Sea otters and kelp forests in Alaska: generality and variation in a community ecological paradigm. - Ecol. Monogr. 65: 75-100.
22. Fairweather, P. G. and Underwood, A. J. 1991. Experimental removals of a rocky intertidal predator: variations within two habitats in the effects on prey. - J. Exp. Mar. Biol. Ecol. 154: 29-75.
23. Foster, M. S. 1990. Organization of macroalgal assemblages in the Northeast Pacific: the assumption of homogeneity and the illusion of generality. - Hydrobiologia 192: 21-33.
24. _ 1991. Rammed by the Exxon Valdez: a reply to Paine. -Oikos 62: 93-96.
25. _ and Schiel, D. R. 1988. Kelp communities and sea otters: keystone species or just another brick in the wall? - In: VanBlaricom, G. R. and Estes, J. A. (eds), The community ecology of sea otters. Springer, Berlin, pp. 92-115.
26. Frankie, G. W., Fraser, J. B. and Barthell, J. F. 1986. Geographic distribution of Synanthedon sequoiae and host plant susceptibility on Monterey pine in adventive and native stands. - Pan-Pac. Entomol. 62: 29-40.
27. _ , Brewer, J. W., Cranshaw, W. and Barthall, J. F. 1987. Abundance and natural enemies of the spindle gall midge, Pinyonia edulicola Gagne, in natural and urban stands of pinyon pine in Colorado (Diptera: Cecidomyiidae). - J. Kans. Entomol. Soc. 60: 133-144.
28. Gould, S. J. and Lewontin, R. C. 1979. The spandrels of San Marco and the Panglossian paradigm: a critique of the adaptationist programme. - Proc. R. Soc. Lond. B 205: 581-598.
29. Gurevitch, J., Morrow, L. L., Wallace, A. and Walsh, J. S. 1992. A meta-analysis of competition in field experiments. - Am. Nat. 140: 539-572.
30. Hall, C. A. S. 1988. An assessment of several of the historically most influential theoretical models used in ecology and of the data provided in their support. - Ecol. Modell. 43: 5-31.
31. Hanks, L. M. and Denno, R. F. 1993. Natural enemies and plant water relations influence the distribution of an armored scale insect. - Ecology 74: 1081-1091.
32. Harrison, S. 1991. Local extinction in a metapopulation context: an empirical evaluation. - Biol. J. Linn. Soc. 42: 73-88.
33. Horn, D. J. 1988. Ecological approach to pest management. -Guilford, New York.
34. Hurlbert, S. H. 1984. Psuedoreplication and the design of ecological field experiments. - Ecology 54: 187-211.
35. James, F. C. and McCulloch, C. E. 1985. Data analysis and the design of experiments in ornithology. - Curr. Ornithol. 2: 1-63.
36. Kennelly, S. J. and Underwood, A. J. 1993. Geographic consistencies of effects of experimental physical disturbance on understorey species in sublittoral kelp forests in central New South Wales. - J. Exp. Mar. Biol. Ecol. 168: 35-58.
37. Keough, M. J. 1983. Patterns of recruitment of sessile invertebrates in two subtidal habitats. - J. Exp. Mar. Biol. Ecol. 66: 213-245.
38. Keppel, G. 1982. Design and analysis: a researchers handbook. 2d ed. - Prentice-Hall, Englewood Cliffs, NJ.
39. Kingsland, S. 1985. Modeling nature: episodes in the history of population ecology. - Univ. of Chicago Press, Chicago.
40. Kish, L. 1987. Statistical design for research. - Wiley, New York.
41. Koele, P. 1982. Calculating power in analysis of variance. -Psychol. Bull. 92: 513-516.
42. Kuhn, T. 1970. The structure of scientific revolutions, 2nd edition. - Univ. of Chicago Press, Chicago.
43. Lakatos, I. 1987. Falsification and the methodology of scientific research programmes. - In: Kourany, J. A. (ed.), Scientific knowledge: basic issues in the philosophy of science. Wadsworth, California, pp. 170-196.
44. Loehle, C. 1987. Hypothesis testing in ecology: psychological aspects and the importance of theory maturation. - Q. Rev. Biol. 62: 397-409.
45. Luck, R. F. and Dahlsten, D. L. 1975. Natural decline of a pine needle scale (Chionaspis pinifoliae [Fitch]), outbreak at South Lake Tahoe, California following cessation of adult mosquito control with malathion. - Ecology 56: 893-904.
46. MacFadyen, A. 1975. Some thoughts on the behavior of ecologists. - J. Anim. Ecol. 44: 351-363.
47. Matloff, N. S. 1991. Statistical hypothesis testing: problems and alternatives. - Environ. Entomol. 20: 1246-1250.
48. Mayr, E. 1988. Toward a new philosophy of biology: observations of an evolutionist. - Belknap, Cambridge, MA.
49. McGuinness, K. A. 1984. Equations and explanations in the study of species-area curves. - Biol. Rev. 59: 423-440.
50. McKone, M. J. and Lively, C. M. 1993. Statistical analysis of experiments conducted at multiple sites. - Oikos 67: 184-186.
51. Menge, B. A. 1991. Generalizing from experiments: is predation strong or weak in the New England rocky intertidal. -Oecologia 88: 1-8.
52. _ , Berlow, E. L., Blanchette, C. A., Navarrete, S. A. and Yamada, S. B. 1994. The keystone species concept: variation in interaction strength in a rocky intertidal habitat. -Ecol. Monogr. 64: 249-286.
53. Michener, W. K. and Kenny, P. D. 1991. Spatial and temporal patterns of Crassostrea virginica (Gmelin) recruitment: relationship to scale and substratum. - J. Exp. Mar. Biol. Ecol. 154: 97-121.
54. Mills, L. S., Soule, M. E. and Doak, D. F. 1993. The keystone-species concept in ecology and conservation. - Bioscience 43: 219-224.
55. Morrisey, D. J., Underwood, A. J., Howitt, L. and Stark, J. S. 1992. Temporal variation in soft-sediment benthos. - J. Exp. Mar. Biol. Ecol. 164: 233-245.
56. Nuckols, M. S. and Connor, E. F. 1995. Do trees in urban or ornamental plantings receive more damage by insects than trees in natural forests? - Ecol. Entomol. 20: 253-260.
57. Ohmart, C. P. and Voigt, W. G. 1981. Arthropod communities in the crowns of the natural and planted stands of Pinus radiatia (Monterey pine) in California. - Can. Entomol. 113: 673-684.
58. Orzack, S. H. and Sober, E. 1994. Optimality models and the test of adaptationism. - Am. Nat. 143: 361-380.
59. Paige, K. N. 1992. Overcompensation in response to mammalian herbivory: from mutualistic to antagonistic interactions. - Ecology 73: 2076-2085.
60. _ 1994. Herbivory and Ipomopsis aggregata: differences in response, differences in experimental protocol: a reply to Bergelson and Crawley. - Am. Nat. 143: 739-749.
61. _ and Whitham, T. G. 1987. Overcompensation in response to mammalian herbivory : the advantage of being eaten. -Am. Nat. 129: 407-416.
62. Paine, R. T. 1966. Food web complexity and species diversity. - Am. Nat. 100: 65-75.
63. _ 1974. Intertidal community structure: experimental studies on the relationship between a dominant competitor and its principal predator. - Oecologia 15: 93-120.
64. _ 1991. Between Scylla and Charybdis: do some kinds of criticism merit a response? - Oikos 62: 90-92.
65. _ , Castillo, J. C. and Cancino, J. 1985. Perturbation and recovery patterns of starfish-dominated intertidal assemblages in Chile, New Zealand, and Washington state. -Am. Nat. 125: 679-691.
66. Peters, R. H. 1991. A critique for ecology. - Cambridge Univ. Press, Cambridge.
67. Reader, R. J., Wilson, S. D., Belcher, J. W., Wisheu, I., Keddy, P. A., Tilman, D., Morris, E. C., Grace, J. B., McGraw, J. B., Olff, H., Turkington, R., Klein, E., Leung, Y., Shipley, B., vanHulst, R., Johansson, M. E., Nilsson, C., Gurevitch, J., Grigulis, K. and Beisner, B. 1994. Plant competition in relation to neighbor biomass: an intercontinental study with Poa pratensis. - Ecology 75: 1753-1760.
68. Rosenberg, A. 1994. Instrumental biology, or, the disunity of science. - Univ. of Chicago Press, Chicago.
69. Salt, G. W. 1984. Ecology and evolutionary biology. - Univ. of Chicago Press, Chicago.
70. Schoener, T. W. 1983. Field experiments on interspecific competition. - Am. Nat. 122: 240-285.
71. Schwarz, C. J. 1993. The mixed-model ANOVA: the truth, the computer packages, the books: part I: balanced data. -Am. Statist. 47: 48-59.
72. Seaman, J. W., Jr and Jaeger, R. G. 1990. Statistical dogmaticae: a critical essay on statistical practice in ecology. -Herpetologica 46: 337-346.
73. Shrader-Frechette, K. S. and McCoy, E. D. 1993. Method in ecology: strategies for conservation. - Cambridge Univ. Press, Cambridge.
74. Simberloff, D. 1976. Species turnover and equilibrium island biogeography. - Science 194: 572-578.
75. _ 1990. Hypotheses, errors, and statistical assumptions. -Herpetologica 46: 351-357.
76. _ 1994a. The ecology of extinction. - Acta Palaeontol. Pol. 38: 159-173.
77. _ 1994b. Habitat fragmentation and population extinction of birds. - Ibis 137: S105-S111.
78. Smith, F. E. 1976. Ecology: progress and self criticism. -Science 192: 546.
79. Sokal, R. R. and Rohlf, F. J. 1981. Biometry. 2d ed. -Freeman, New York.
80. Speight, M. R. and Wainhouse, D. 1989. Ecology and management of forest insects. - Clarendon, Oxford.
81. Stewart-Oaten, A., Murdoch, W. W. and Parker, K. R. 1986. Environmental impact assessment: "pseudoreplication" in time? - Ecology 67: 929-940.
82. Strong, D. R., Jr., Simberloff, D., Abele, L. G. and Thistle, A. B. 1984. Ecological communities: conceptual issues and the evidence. - Princeton Univ. Press, Princeton, NJ.
83. Thompson, S. G. and Pocock, S. J. 1991. Can meta-analyses be trusted? - Lancet 338: 1127-1130.
84. Underwood, A. J. 1981. Techniques and analysis of variance in experimental marine biology and ecology. - Annu. Rev. Ocean. Mar. Biol. 19: 513-606.
85. _ 1990. Experiments in ecology and management: their logics, functions and interpretations. - Aust. J. Ecol. 15: 365-389.
86. _ 1991a. The logic of ecological experiments: a case history from studies of the distribution of macro-algae on rocky intertidal shore. - J. Mar. Biol. Ass. UK 71: 841-866.
87. _ 1991b. Beyond BACI: experimental designs for detecting human environmental impacts on temporal variations in natural populations. - Aust. J. Mar. Freshwat. Res. 42: 569-587.
88. _ 1994. Things environmental scientists (and statisticians) need to know in order to receive (and give) better statistical advice. - In: Fletcher, D. J. and Manly, B. J. (eds), Statistics in ecology and environmental monitoring. Univ. of Otago Press, Dunedin, New Zealand, pp. 33-61.
89. _ 1996. Experiments in ecology: their logical design and interpretation using analysis of variance. - Cambridge Univ. Press, Cambridge.
90. _ and Denley, E. J. 1984. Paradigms, explanations and generalizations in models for the structure of intertidal communities on rocky shores. - In: Strong, D. R., Jr., Simberloff, D., Abele, L. G. and Thistle, A. B. (eds), Ecological communities: conceptual issues and the evidence. Princeton Univ. Press, Princeton, NJ, pp. 151-180.
91. _ and Fairweather, P. G. 1986, Intertidal communities: do they have different ecologies or different ecologists? -Proc. Ecol. Soc. Aust. 14: 7-16.
92. _ and Petraitis, P. S. 1993. Structure of intertidal assemblages in different locations: how can local processes be compared? - In: Ricklefs, R. E. and Schluter, D. (eds), Species diversity in ecological communities: historical and geographical perspectives. Univ. of Chicago Press. Chicago, pp. 39-51.
93. Watson, G. and Ware, G. 1994. What botanical gardens can contribute to urban forestry research. - Public Garden 9: 24-28.
94. Wiens, J. A. 1983. Avian community ecology: an iconoclastic view. - In: Brush, A. H. and Clark, G. A., Jr. (eds), Perspectives in ornithology. Cambridge Univ. Press. Cambridge, pp. 355-402.
95. Williamson, M. 1989. The MacArthur and Wilson theory today: true but trivial. - J. Biogeogr. 16: 3-4.
96. Winer, B. J., Brown, D. R. and Michels, K. M. 1991. Statistical principles in experimental design. 3d ed. - McGraw-Hill, New York.
97. Young, L. J. and Young, J. H. 1991. Alternative view of statistical hypothesis testing. - Environ. Entomol. 20: 1241-1245.
98. Zolman, J. F. 1993. Biostatistics: experimental design and statistical inference. - Oxford Univ. Press, New York.