A method for fitting of Schaefer model with autoregressive of order one


Citation

Singh N. Okendro, . A method for fitting of Schaefer model with autoregressive of order one. pp. 197-208. ISSN 0116-6514

Abstract

Schaefer model is one of the most popularly used surplus production models in fisheries to estimate maximum sustainable yield and the corresponding optimum fishing effort. When we employ nonlinear estimation procedures for estimating the parameters high parameter correlations are generally observed which is undesirable. Moreover catch-effort fisheries data are collected during a certain time period and hence data points are generally correlated among themselves. In the present paper utility of expected value parameters to make parameter correlations low is highlighted. An explicit expression giving catch-effort relationship for Schaefer model with autoregressive of order one using expected value parameters is also developed. This is illustrated with an example considering the serially correlated catch-effort data observed from Gobindsagar reservoir.


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Abstract

Schaefer model is one of the most popularly used surplus production models in fisheries to estimate maximum sustainable yield and the corresponding optimum fishing effort. When we employ nonlinear estimation procedures for estimating the parameters high parameter correlations are generally observed which is undesirable. Moreover catch-effort fisheries data are collected during a certain time period and hence data points are generally correlated among themselves. In the present paper utility of expected value parameters to make parameter correlations low is highlighted. An explicit expression giving catch-effort relationship for Schaefer model with autoregressive of order one using expected value parameters is also developed. This is illustrated with an example considering the serially correlated catch-effort data observed from Gobindsagar reservoir.

Additional Metadata

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Item Type: Article
AGROVOC Term: Fisheries
AGROVOC Term: Fishery management
AGROVOC Term: Yields
AGROVOC Term: Fishing effort
AGROVOC Term: Catches
AGROVOC Term: Animal stock
AGROVOC Term: Water
AGROVOC Term: Environment
AGROVOC Term: Aquatic environment
AGROVOC Term: Surpluses
Depositing User: Ms. Suzila Mohamad Kasim
Last Modified: 24 Apr 2025 06:28
URI: http://webagris.upm.edu.my/id/eprint/23734

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