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USD 811 Million Growth in Global X-ray Photoelectron Spectroscopy Market Size - Industry Analysis, Market Trends, Market Growth, Opportunities

/PRNewswire/ As per Facts and Factors study, the global X-ray photoelectron spectroscopy market size was worth around USD 522 million in 2021 and is. ....

South Africa , United Kingdom , United States , South Korea , Asia Pacific , Comtec Gmb , Helmut Fischer , Olympus Corporation , Browse Other Related Research , Malvern Panalytical Ltd , Hefei Jingpu Sensor Technology Co , Statistical Research , Fnf Research , Rigaku Corporation , Hitachi Ltd , Dandong Dongfang Measurement Control Technology Co , British Standards Institution , All Related Graphs , Photoelectron Spectroscopy Market , Free Sample Report , North America , Photoelectron Spectroscopy Market Size , Growth Analysis Report By Usage Type , Contamination Detection , Element Detection , Empirical Formula Determination ,

FnF Research: USD 811 Million Growth in Global X-ray Photoelectron Spectroscopy Market Size - Industry Analysis, Market Trends, Market Growth, Opportunities

NEW YORK, April 18, 2023 /PRNewswire/ As per Facts and Factors study, the global X-ray photoelectron spectroscopy market size was worth around USD 522 million in 2021 and is predicted to ....

United Kingdom , South Africa , South Korea , United States , Asia Pacific , Comtec Gmb , Helmut Fischer , Dandong Dongfang Measurement Control Technology Co , Hitachi Ltd , Rigaku Corporation , Statistical Research , British Standards Institution , Browse Other Related Research , Olympus Corporation , Hefei Jingpu Sensor Technology Co , Malvern Panalytical Ltd , All Related Graphs , Photoelectron Spectroscopy Market , Free Sample Report , North America , Photoelectron Spectroscopy Market Size , Growth Analysis Report By Usage Type , Contamination Detection , Element Detection , Empirical Formula Determination , Density Estimation ,

"Moment-based density estimation of confidential micro-data: a computat" by Bradley Wakefield, Yan Xia Lin et al.

Providing access to synthetic micro-data in place of confidential data to protect the privacy of participants is common practice. For the synthetic data to be useful for analysis, it is necessary that the density function of the synthetic data closely approximate the confidential data. Hence, accurately estimating the density function based on sample micro-data is important. Existing kernel-based, copula-based, and machine learning methods of joint density estimation may not be viable. Applying the multivariate moments’ problem to sample-based density estimation has long been considered impractical due to the computational complexity and intractability of optimal parameter selection of the density estimate when the true joint density function is unknown. This paper introduces a generalised form of the sample moment-based density estimate, which can be used to estimate joint density functions when only the information of empirical moments is available. We demonstrate optimal parametri ....

Confidential Data , Density Estimation , Foment Problems , Ultidimensional Approximations ,

Frontiers | A Counterfactual Baseline for Assessing Future Environmental Impact: A Case Study of the Belt and Road Initiative

The impact of the Belt and Road Initiative (BRI) on the environment is an important but controversial topic. But assessing it faces a significant challenge for separating its policy impact from the overall effect of economic development that will also have environmental impacts. This paper attempts to provide an evolutionary and counterfactual baseline to evaluate the environmental impact of BRI, based on the distribution dynamics approach and the mobility probability plots (MPPs). Our estimation results suggest that while the majority of BRI economies will lower their emission levels compared with the world average, there are significant differences between BRI and non-BRI countries’ emission patterns and dynamics. The majority of non-BRI economies will have lower emission levels than their BRI counterparts in the absence of BRI policy, indicating that the difference in future emissions between BRI and non-BRI countries should not be completely attributed to the environmental impact ....

United States , Hong Kong , South Korea , Boca Raton , J Asia Pac , Dialogue United Nations Industrial Development Organization , Agenda For Sustainable Development , Wind Energy Production , Firm Carbon Emissions , Environmental Impacts Of The Initiative , Energy Consumption , Green Development Modes , Information Technology , Household Energy Consumption , Context Of China Initiative , Effect Of Financial Development On Ecological Footprint , Distribution Dynamics Of Energy Intensity , Impacts Of China Initiative , A Fresh Evidence From Initiative Economies , Distribution Dynamics Of Energy Intensities , Green Development Or Greenwashing , Energy Efficiency Convergence , China Contributions To Global Green Energy , Artificial Neural Networks Anns , National Science Foundation Of China No , Club Convergence ,

AI Predicts Accident Hot-Spots From Satellite Imagery and GPS Data

AI Predicts Accident Hot-Spots From Satellite Imagery and GPS Data
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United States , Monte Carlo , Los Angeles , Amin Sadeghi , Qatar Computing Research Institute , Qatar Center , Artificial Intelligence , Density Estimation , Kernel Density Estimation ,