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An Econometric Analysis on the Effect of Climate Change on Wheat Cropping Area in China 被引量:3
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作者 侯麟科 张同龙 +1 位作者 蔡颖萍 崔永伟 《Agricultural Science & Technology》 CAS 2012年第3期686-688,共3页
[Objective] This study aimed to explore the impact of climate change on wheat cropping by using province-specific historical data during 1996-2007. [Method] We established a panel data econometric model with lagged wh... [Objective] This study aimed to explore the impact of climate change on wheat cropping by using province-specific historical data during 1996-2007. [Method] We established a panel data econometric model with lagged wheat cropping area and province-specific fixed-effects model to control the unobserved factors. [Result] The results showed that the temperature positively affects wheat cropping area, while precipitation does not have such impact. [Conclusion] The study provided empirical evidence for analysis of the determinants of wheat cropping area in China. 展开更多
关键词 Climate change Wheat cropping area fixed-effects model
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基于时空特征的我国蔬菜流通及影响因素分析 被引量:6
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作者 吴舒 穆月英 《商业经济与管理》 CSSCI 北大核心 2016年第2期18-25,共8页
文章基于我国2001-2012年31个省份的面板数据,以贸易引力理论为框架,运用空间动态面板模型,分析了时空效应下的我国蔬菜区域流通的时空相关性与影响因素,结果发现:蔬菜区域流通具有显著的时空相关性,存在较强的时间动态惯性和空间关联特... 文章基于我国2001-2012年31个省份的面板数据,以贸易引力理论为框架,运用空间动态面板模型,分析了时空效应下的我国蔬菜区域流通的时空相关性与影响因素,结果发现:蔬菜区域流通具有显著的时空相关性,存在较强的时间动态惯性和空间关联特征,表现在地区自身发展存在连续性;相邻地区存在互补效应;蔬菜输出地区蔬菜生产劳动力、土地、输入地区城镇总人口数以及农产品流通效率对蔬菜区域流通有正向影响,蔬菜输出地区农业生产资料价格指数、蔬菜生产价格指数对蔬菜流通有负向影响。其中,代表需求潜力的城镇人口数对蔬菜流通的影响最大。 展开更多
关键词 蔬菜流通 区域流通 空间动态面板模型 时空效应
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短面板约束下固定效应空间动态面板模型的估计与模拟 被引量:2
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作者 陶长琪 徐茉 《统计研究》 CSSCI 北大核心 2019年第9期115-128,共14页
空间动态面板数据(SDPD)模型中被解释变量初值极易带有内生性,采用一般拟极大似然(QML)方法容易造成参数估计偏误,特别是当样本结构为n大T小的时候。鉴于此,本文在一般QML基础上,通过重塑误差项的方差-协方差矩阵,修正拟似然函数表达式... 空间动态面板数据(SDPD)模型中被解释变量初值极易带有内生性,采用一般拟极大似然(QML)方法容易造成参数估计偏误,特别是当样本结构为n大T小的时候。鉴于此,本文在一般QML基础上,通过重塑误差项的方差-协方差矩阵,修正拟似然函数表达式,得到修正QML,进而估计短面板下含空间、时间、误差三类关联项的固定效应SDPD模型,基于数值模拟和实例应用检验一般QML与修正QML的估计效果。数值模拟结果表明:修正QML比一般QML更精确、更稳健,均方误差修正率随样本短面板结构的增大而增大。实例应用不仅重新评估环境规制与技术创新之间的空间效应,回归结果也再次证实从数值模拟中得出的结论。 展开更多
关键词 短面板 固定效应sdpd模型 QML估计
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Using Biophysical Variables and Stand Density to Estimate Growth and Yield of <i>Pinus patula</i>in Antioquia, Colombia
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作者 Héctor I. Restrepo Sergio A. Orrego +2 位作者 Juan C. Salazar-Uribe Bronson P. Bullock Cristian R. Montes 《Open Journal of Forestry》 2019年第3期195-213,共19页
Timberland investment opportunities in Colombia are expected to increase as a result of the peace agreement recently signed between the Colombian government and the Revolutionary Armed Forces of Colombia. This new soc... Timberland investment opportunities in Colombia are expected to increase as a result of the peace agreement recently signed between the Colombian government and the Revolutionary Armed Forces of Colombia. This new socio-political environment may facilitate the expansion of commercial forest plantations on a wider range of site conditions that are currently considered in existing biometric tools. Data from 1119 temporary plots of unthinned, unmanaged, and genetically unimproved Pinus patula plantations in the Antioquia region were combined with a large set of biophysical attributes to identify spatial variation in yield. A wide array of biophysical covariates was explored to characterize the most favorable environmental conditions for the species, and to identify potential explanatory variables to be included in forest yield models. The mathematical form of the model is the von Bertalanffy-Chapman-Richards type, with parameters: asymptote, intrinsic growth rate and allometric constant. The parameters were expressed as linear functions of soil pH, terrain slope, the mean annual temperature to mean annual precipitation ratio, and stand density. The statistical contribution of selected covariates was evaluated using the likelihood ratio test. The model was validated using an independent set of 133 observations. The spatial representation of the model depicts the timber production potential and allows for the identification of the most suitable geographical areas to establish Pinus patula plantations in Antioquia, Colombia. The estimated yield model provides a reliable baseline for timber production, and insight into timberland investments in Colombia. 展开更多
关键词 Von BERTALANFFY Chapman-Richards fixed-effect models Forest Productivity Mexican PINE Mean Annual INCREMENT
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含空间自回归误差项的空间动态面板模型的有效估计 被引量:8
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作者 陶长琪 周璇 《数量经济技术经济研究》 CSSCI 北大核心 2016年第4期126-144,共19页
扰动项的空间过程会影响空间计量模型的估计效果。通过探究空间关联误差效应下空间动态面板数据(SDPD)模型拟极大似然估计(QML)的有限样本性质,发现含空间自回归误差项的SDPD模型大样本性质较好;其估计结果优于不含空间自回归误差项的模... 扰动项的空间过程会影响空间计量模型的估计效果。通过探究空间关联误差效应下空间动态面板数据(SDPD)模型拟极大似然估计(QML)的有限样本性质,发现含空间自回归误差项的SDPD模型大样本性质较好;其估计结果优于不含空间自回归误差项的模型;较强的误差项空间相关性对参数估计精度的影响程度较大;误差项分布偏离正态性会影响模型的估计结果,但模型总体估计的稳健性良好。总体蒙特卡洛结果与本文的理论分析一致。 展开更多
关键词 自回归误差 sdpd模型 QML 随机效应
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含空间自回归误差项的空间动态面板模型的检验与模拟 被引量:3
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作者 周璇 陶长琪 《数量经济技术经济研究》 CSSCI CSCD 北大核心 2017年第9期93-110,共18页
研究目标:探究含空间自回归误差项的空间动态面板数据(SDPD)模型选择和假设检验结果的水平扭曲、检验功效。研究方法:构建含空间自回归误差项的SDPD模型的空间Hausman、LM和LR检验统计量,选择蒙特卡洛模拟进行分析。研究发现:含空间自... 研究目标:探究含空间自回归误差项的空间动态面板数据(SDPD)模型选择和假设检验结果的水平扭曲、检验功效。研究方法:构建含空间自回归误差项的SDPD模型的空间Hausman、LM和LR检验统计量,选择蒙特卡洛模拟进行分析。研究发现:含空间自回归误差项的SDPD模型的各类检验统计量的大样本性质良好;时空滞后项对空间Hausman检验结果的影响比空间滞后项显著;条件LM_(λ|α)、LR_(λ|α)检验是含空间自回归误差项随机效应SDPD模型的最优检验统计量,时空滞后项对LM、LR检验结果的影响比自回归误差项更显著。研究创新:解析了SDPD模型中各空间关联项系数的波动对模型检验精度的影响。研究价值:探究含空间自回归误差项SDPD模型的选择问题,为实证提供理论依据。 展开更多
关键词 空间自回归 动态面板 假设检验 模型选择 模拟
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要素空间集聚、制度质量对全要素生产率的影响研究 被引量:33
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作者 周璇 陶长琪 《系统工程理论与实践》 EI CSSCI CSCD 北大核心 2019年第4期1051-1066,共16页
要素空间集聚影响空间资源配置效率,制度质量影响要素积累效率,两者的综合作用影响全要素生产率.本文通过量化人力资本、物质资本、劳动力和创新要素集聚,构建要素空间集聚指标,运用中国1997-2016年的省域面板数据,采用空间动态面板数据... 要素空间集聚影响空间资源配置效率,制度质量影响要素积累效率,两者的综合作用影响全要素生产率.本文通过量化人力资本、物质资本、劳动力和创新要素集聚,构建要素空间集聚指标,运用中国1997-2016年的省域面板数据,采用空间动态面板数据(SDPD)模型实证检验了要素空间集聚、制度质量对全要素生产率的影响.研究表明:要素空间集聚对全要素生产率增长的作用表现出阈值效应,东、中、西和东北部地区的集聚中心分别是广东、湖北、四川以及辽宁;要素空间集聚和制度质量对全要素生产率增长产生正向作用,两者存在互补的影响关系.研究还发现:东中西和东北地区的要素空间集聚、制度质量对全要素生产率的影响存在明显差异,经济高速增长阶段的要素空间集聚、制度质量对全要素生产率的影响效应最显著. 展开更多
关键词 要素空间集聚 制度质量 全要素生产率 空间动态面板数据模型
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An Empirical Estimation of Effects of Priority Forestry Programs on Farmers’ Incomes in China 被引量:1
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作者 LIU Can1 CHEN Hua2 LV Jinzhi1 LI Nannan3 XING Xiangjuan4 1. China National Forestry Economics and Development Research Center, Beijing 100714, P. R. China 2. Department of Economics, Shandong University of Economics and Finance, Ji’nan 250014, P. R.China 3. College of Economics and Management, Beijing Forestry University, Beijing 100081, P. R. China 4. College of Management, Nanjing Audit University, Nanjing 211815, P.R. China 《Chinese Forestry Science and Technology》 2008年第1期1-12,共12页
China has launched six Priority Forestry Programs (PFPs) since 1998, i.e. the Natural Forest Protection Program, the Cropland Conversion to Forest and Grassland Program, Sandification Control Program for the Vicinity ... China has launched six Priority Forestry Programs (PFPs) since 1998, i.e. the Natural Forest Protection Program, the Cropland Conversion to Forest and Grassland Program, Sandification Control Program for the Vicinity of Beijing & Tianjin , Wildlife Conservation and Nature Reserve Development Program, Forest Industrial Base Development Program and Shelterbelt Development Programs for regions such as Three North and the Yangtze River Catchments. The Government of China has made different policies for these PFPs, such as subsidies, low-interest loans and revenue offsets. Using a fixed-effect model and panel data from 2 353 households in 9 counties of Sichuan, Hebei, Shaanxi, and Jiangxi provinces, this paper studies effects of PFPs on farmers’ incomes. The empirical results indicate that the effects of PFPs on farmers’ incomes are mixed. Overall, the impact of Conversion of Cropland to Forestland and Grassland Program is significantly positive, whereas that of the Natural Forest Protection Program and the Sandification Control Program around Beijing & Tianjin is negative. To a lesser extent, the Shelterbelt Development Programs have a positive impact. In the meantime, different effects of PFPs on farmers’ incomes are also mixed for different provinces and different households are also mixed. 展开更多
关键词 Priority Forestry Programs (PFPs) farmers’incomes fixed-effect model panel data forest economics
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