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Empirical Research on the Relationship between Factor Inputs and Technological Innovation Based on Nonlinear Smooth Transition Autoregressive Model——Taking High Tech Industries in China as an Example

HU Zong-y

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Abstract

This paper researches the relationship between factor inputs and technological innovation based on nonlinear panel smooth transition autoregressive model utilizing Chinese high tech industry provincial-level panel data from 1995 to 2010.The result shows that: the relationship between factor inputs and technological innovation showed a significant nonlinear characteristic. The impact of factor inputs on technological innovation varied significantly in different location conditions.The model which takes openness as the conversion variable is the most accurate model reflecting the nonlinear relationship between factor inputs and technological innovation.

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This paper researches the relationship between factor inputs and technological innovation based on nonlinear panel smooth transition autoregressive model utilizing Chinese high tech industry provincial-level panel data from 1995 to 2010.The result shows that: the relationship between factor inputs and technological innovation showed a significant nonlinear characteristic. The impact of factor inputs on technological innovation varied significantly in different location conditions.The model which takes openness as the conversion variable is the most accurate model reflecting the nonlinear relationship between factor inputs and technological innovation.

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Available abstract

This paper researches the relationship between factor inputs and technological innovation based on nonlinear panel smooth transition autoregressive model utilizing Chinese high tech industry provincial-level panel data from 1995 to 2010.The result shows that: the relationship between factor inputs and technological innovation showed a significant nonlinear characteristic. The impact of factor inputs on technological innovation varied significantly in different location conditions.The model which takes openness as the conversion variable is the most accurate model reflecting the nonlinear relationship between factor inputs and technological innovation.

Key concepts: Openness to experience, Autoregressive model, Panel data, Econometrics, Nonlinear system, Nonlinear model, Empirical research, Economics

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Empirical Research on the Relationship between Factor Inputs and Technological Innovation Based on Nonlinear Smooth Transition Autoregressive Model——Taking High Tech Industries in China as an Example — Research Paper | ScholarLens