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Everything about Parameter identification problem
Parameter estimation technique in statistics, particularly econometrics
In economics and econometrics, the parameter identification problem arises when the value of one or more parameters in an economic model cannot be determined from observable variables. It is closely related to non-identifiability in statistics and econometrics, which occurs when a statistical model has more than one set of parameters that generate the same distribution of observations, meaning that multiple parameterizations are observationally equivalent. Wikipedia →
🧭 Start here: a 6-step reading path
- Read the overview: Parameter identification problemA 5-minute orientation
- Skim a recent paper: Hybrid multi-group stochastic cooperative particle swarm optimization algorithm and its application to the photovoltaic parameter identification problemInfluential work since 2022
- Pick up a classic book: Parameter identification for an abstract Cauchy problem by quasilinearizationThe most-reprinted book on the subject
- Read the landmark paper: Review of Parameter Identification Procedures in Groundwater Hydrology: The Inverse ProblemCited 977 times
- Go sideways: Reduced formA closely related topic
- Go sideways: Comparative staticsA closely related topic
📖 Definitions
No dictionary entry for this exact phrase.
🗂️ The subject at a glance
🏆 Landmark papers (most cited)
Review of Parameter Identification Procedures in Groundwater Hydrology: The Inverse Problem
Identification of Parameter Structure in Groundwater Inverse Problem
The problem of identification in finite parameter continuous time models
The parameter identification problem for SIR epidemic models: identifying unreported cases
Reformulation of the parameter identification problem for systems with bounded disturbances
Solving the parameter identification problem of mathematical models using genetic algorithms
Parameter identification problem: Real-coded GA approach
The parameter identification problem for the somatic shunt model
🆕 Influential since 2022
Hybrid multi-group stochastic cooperative particle swarm optimization algorithm and its application to the photovoltaic parameter identification problem
I-CPA: An Improved Carnivorous Plant Algorithm for Solar Photovoltaic Parameter Identification Problem
Based on purely physical information in deep learning optimizes soliton system parameter identification problem
Coupling physics-informed neural networks and constitutive relation error concept to solve a parameter identification problem
An Efficient Hybrid of an Ant Lion Optimizer and Genetic Algorithm for a Model Parameter Identification Problem
📚 Books worth reading
- 📕Parameter identification for an abstract Cauchy problem by quasilinearizationDennis W. Brewer · 1989
- 📕Numerische Methoden zur Behandlung hochdimensionaler Aufgaben der ParameteridentifizierungJohannes P. Schlöder · 1987
- 📕ICASE semiannual report, April 1, 1989 through September 30, 1989 · 1990
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
🔗 Related topics
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