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008 | 130823s2014 nju ob 001 0 eng | ||
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_a519.5 _223 |
049 | _aMAIN | ||
100 | 1 | _aPanik, Michael J. | |
245 | 1 | 0 |
_aGrowth curve modeling : _btheory and applications / _cMichael J. Panik, Department of Economics, University of Hartford, West Hartford, Connecticut. |
264 | 1 |
_aHoboken, New Jersey : _bJohn Wiley & Sons, Inc., _c[2014] |
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300 | _a1 online resource. | ||
336 |
_atext _btxt _2rdacontent |
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337 |
_acomputer _bc _2rdamedia |
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338 |
_aonline resource _bcr _2rdacarrier |
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504 | _aIncludes bibliographical references and index. | ||
588 | 0 | _aPrint version record and CIP data provided by publisher. | |
505 | 0 | _aTitle page; copyright; dedication; preface; 1 mathematical preliminaries; 1.1 arithmetic progression; 1.2 geometric progression; 1.3 the binomial formula; 1.4 the calculus of finite differences; 1.5 the number e; 1.6 the natural logarithm; 1.7 the exponential function; 1.8 exponential and logarithmic functions: another look; 1.9 change of base of a logarithm; 1.10 the arithmetic (natural) scale versus the logarithmic scale; 1.11 compound interest arithmetic; 2 fundamentals of growth; 2.1 time series data; 2.2 relative and average rates of change; 2.3 annual rates of change. | |
505 | 8 | _a2.4 discrete versus continuous growth2.5 the growth of a variable expressed in terms of the growth of its individual arguments; 2.6 growth rate variability; 2.7 growth in a mixture of variables; 3 parametric growth curve modeling; 3.1 introduction; 3.2 the linear growth model; 3.3 the logarithmic reciprocal model; 3.4 the logistic model; 3.5 the gompertz model; 3.6 the weibull model; 3.7 the negative exponential model; 3.8 the von bertalanffy model; 3.9 the log-logistic model; 3.10 the brody growth model; 3.11 the janoschek growth model; 3.12 the lundqvist-korf growth model. | |
505 | 8 | _a3.13 the hossfeld growth model3.14 the stannard growth model; 3.15 the schnute growth model; 3.16 the morgan-mercer-flodin (m-m-f) growth model; 3.17 the mcdill-amateis growth model; 3.18 an assortment of additional growth models; appendix 3.a the logistic model derived; appendix 3.b the gompertz model derived; appendix 3.c the negative exponential model derived; appendix 3.d the von bertalanffy and richards models derived; appendix 3.e the schnute model derived; appendix 3.f the mcdill-amateis model derived; appendix 3.g the sloboda model derived. | |
505 | 8 | _aAppendix 3.h a generalized michaelis-menten growth equation4 estimation of trend; 4.1 linear trend equation; 4.2 ordinary least squares (ols) estimation; 4.3 maximum likelihood (ml) estimation; 4.4 the sas system; 4.5 changing the unit of time; 4.6 autocorrelated errors; 4.7 polynomial models in t; 4.8 issues involving trended data; appendix 4.a ols estimated and related growth rates; 5 dynamic site equations obtained from growth models; 5.1 introduction; 5.2 base-age-specific (bas) models; 5.3 algebraic difference approach (ada) models. | |
505 | 8 | _a5.4 generalized algebraic difference approach (gada) models5.5 a site equation generating function; 5.6 the grounded gada (g-gada) model; appendix 5.a glossary of selected forestry terms; 6 nonlinear regression; 6.1 intrinsic linearity/nonlinearity; 6.2 estimation of intrinsically nonlinear regression models; appendix 6.a gauss-newton iteration scheme: the single parameter case; appendix 6.b gauss-newton iteration scheme: the r parameter case; appendix 6.c the newton-raphson and scoring methods; appendix 6.d the levenberg-marquardt modification/compromise. | |
650 | 0 | _aMathematical statistics. | |
650 | 0 | _aTime-series analysis. | |
650 | 0 | _aRegression analysis. | |
650 | 0 | _aMultivariate analysis. | |
650 | 4 | _aTime series analysis. | |
650 | 7 |
_aMATHEMATICS _xApplied. _2bisacsh |
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650 | 7 |
_aMATHEMATICS _xProbability & Statistics _xGeneral. _2bisacsh |
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650 | 7 |
_aMathematical statistics. _2fast _0(OCoLC)fst01012127 |
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650 | 7 |
_aMultivariate analysis. _2fast _0(OCoLC)fst01029105 |
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650 | 7 |
_aRegression analysis. _2fast _0(OCoLC)fst01432090 |
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650 | 7 |
_aTime-series analysis. _2fast _0(OCoLC)fst01151190 |
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655 | 4 | _aElectronic books. | |
655 | 0 | _aElectronic books. | |
776 | 0 | 8 |
_iPrint version: _aPanik, Michael J. _tGrowth curve modeling. _dHoboken, New Jersey : John Wiley & Sons, Inc., [2013] _z9781118764046 _w(DLC) 2013026535 |
856 | 4 | 0 |
_uhttp://onlinelibrary.wiley.com/book/10.1002/9781118763971 _zWiley Online Library |
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