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Bayesian analysis
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Part 2 of ebook "Bayesian essentials with R (Second edition)" provides readers with contents including: Chapter 5 - Capture–recapture experiments; Chapter 6 - Mixture models; Chapter 7 - Time series; Chapter 8 - Image analysis;...
154p
daonhiennhien
03-07-2024
2
1
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Poly (ADP- ribose) polymerase inhibitors (PARPi) has been increasingly adopted for metastatic castration-resistance prostate cancer (mCRPC) patients with homologous recombination repair deficiency (HRD). However, it is unclear which PARPi is optimal in mCRPC patients with HRD in 2nd -line setting.
10p
vikoch
27-06-2024
2
1
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This book provides a clear exposition of the underlying concepts with many worked examples and problem sets. It also discusses implementation, including an introduction to Markov chain Monte-Carlo integration and linear and nonlinear model fitting. Particularly extensive coverage of spectral analysis (detecting and measuring periodic signals) includes a self-contained introduction to Fourier and discrete Fourier methods.
489p
vimeyers
29-05-2024
2
2
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This study investigates the impact of the shadow economy on sustainable development in 54 countries (categorised as high and low financial development) from 2008 to 2021, using Bayesian regression. Utilizing a sophisticated Bayesian regression analysis, our study unearths a compelling negative relationship between the shadow economy and sustainable development within both of these groups of nations.
20p
viohoyo
25-04-2024
3
1
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This study employs the Bayesian Model Averaging (BMA) algorithm to evaluate input variable importance and select the most reliable salinity prediction model. Based on an analysis of observed salinity data and climate data extracted from Landsat 8 OLI in the Google Earth Engine platform, the BMA algorithm identifies the significance of critical variables and optimal salinity prediction models.
15p
viohoyo
25-04-2024
3
2
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Identifying essential genes in genome-wide loss-of-function screens is a critical step in functional genomics and cancer target finding. We previously described the Bayesian Analysis of Gene Essentiality (BAGEL) algorithm for accurate classification of gene essentiality from short hairpin RNA and CRISPR/Cas9 genome-wide genetic screens.
11p
vibransone
28-03-2024
1
1
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Integrating rare variation from trio family and case–control studies has successfully implicated specific genes contributing to risk of neurodevelopmental disorders (NDDs) including autism spectrum disorders (ASD), intellectual disability (ID), developmental disorders (DDs), and epilepsy (EPI). For schizophrenia (SCZ), however, while sets of genes have been implicated through the study of rare variation, only two risk genes have been identified.
22p
vioraclene
31-03-2024
5
2
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Part 2 book "Numerical methods for chemical engineering" includes content: Numerical optimization, boundary value problems, probability theory and stochastic simulation, bayesian statistics and parameter estimation, fourier analysis.
263p
muasambanhan09
12-03-2024
1
0
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Continued part 1, part 2 of ebook "Statistics and data analysis for financial engineering with R examples" provides readers with contents including: time series models basics; time series models further topics; GARCH models; cointegration; portfolio selection; the capital asset pricing model; factor models and principal components; risk management; bayesian data analysis and MCMC; nonparametric regression and splines;...
407p
thamnhuocgiai
24-09-2023
7
4
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Part 1 book "Reliability and risks - A bayesian perspective" includes content: Uction and overview; the quantification of uncertainty, exchangeability and indifference, stochastic models of failure, parametric failure data analysis.
205p
oursky01
24-07-2023
6
4
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Ebook Mathematical statistics with applications: Part 2 presents the following content: Chapter 9: design of experiments, chapter 10: analysis of variance, chapter 11: bayesian estimation and inference, chapter 12: nonparametric tests, chapter 13: empirical methods, chapter 14: some issues in statistical applications: an overview.
360p
haojiubujain02
03-07-2023
7
2
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Ebook Mathematics and statistics for financial risk management (Second Edition): Part 1 presents the following content: Chapter 1 some basic math, chapter 2 probabilities, chapter 3 basic statistics, chapter 4 distributions, chapter 5 multivariate distributions and copulas, chapter 6 bayesian analysis.
150p
haojiubujain02
03-07-2023
5
2
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Anterior cruciate ligament rupture (ACLR) is a debilitating and potentially life-changing condition in humans, as there is a high prevalence of early-onset osteoarthritis after injury. Identification of high-risk individuals before they become patients is important, as post-treatment lifetime burden of ACLR in the USA ranges from $7.6 to $17.7 billion annually. ACLR is a complex disease with multiple risk factors including genetic predisposition.
10p
vinarcissa
21-03-2023
4
2
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Genome-wide Association Studies (GWAS) are typically designed to identify phenotype-associated single nucleotide polymorphisms (SNPs) individually using univariate analysis methods. Though providing valuable insights into genetic risks of common diseases, the genetic variants identified by GWAS generally account for only a small proportion of the total heritability for complex diseases.
11p
vinarcissa
21-03-2023
3
1
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This dissertation is composed of two parts, an integrative essay and a set of published papers. The essay and the collection of papers are placed in the context of development and application of time series econometric models in a temporal-axis from 1970s through 2005, with particular focus in the Marketing discipline. The main aim of the integrative essay is on modelling the effects of marketing actions on performance variables, such as sales and market share in competitive markets.
7p
runthenight04
02-02-2023
1
0
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Morphological and molecular characterization of Croatian carob tree (Ceratonia siliqua L.) germplasm
The results of "Morphological and molecular characterization of Croatian carob tree (Ceratonia siliqua L.) germplasm" morphological and AFLP variability of 120 plants of carob tree (Ceratonia siliqua L.), collected from 12 different locations (10 biological replicates for each location) on the coast and islands of the southern Croatian Adriatic, indicate high molecular and morphological variability among these carob populations.
28p
lyhuyenthu
31-01-2023
11
2
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Pneumoconiosis refers to a class of serious diseases threatening the health of workers exposed to coal or silicosis dust. However, the burden of pneumoconiosis is unavailable in China. Incident cases, deaths, and disability-adjusted life years (DALYs) from pneumoconiosis and its subtypes in China were estimated from the Global Burden of Disease Study 2019 using a Bayesian meta-regression method.
10p
viferrari
28-11-2022
8
2
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Dissolved gas analysis is widely used for preventative maintenance techniques and fault diagnoses of oilimmersed power transformers. There are also various conventional methods of dissolved gas analysis for insulating oil in power transformers including methods of Doernenburg ratios, Rogers ratios and Duval’s triangle. The Bayesian techniques have been developed over many years and applied to a range of different fields including the problem of training in artificial neural networks.
8p
viporsche
25-10-2022
7
4
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This new textbook "Pattern Recognition and Machine Learning" reflects these recent developments while providing a comprehensive introduction to the fields of pattern recognition and machine learning. It is aimed at advanced undergraduates or first year PhD students, as well as researchers and practitioners, and assumes no previous knowledge of pattern recognition or machine learning concepts. Please refer to the content of part 2 of book.
380p
britaikridanik
05-07-2022
24
4
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In order to determine the role of the database in taxonomic sequence classification, we examine the influence of the database over time on k-mer-based lowest common ancestor taxonomic classification. We present three major findings: the number of new species added to the NCBI RefSeq database greatly outpaces the number of new genera; as a result, more reads are classified with newer database versions, but fewer are classified at the species level; and Bayesian-based re-estimation mitigates this effect but struggles with novel genomes.
10p
vigalileogalilei
27-02-2022
11
1
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