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Prediction of readmission in patients with acute exacerbation of chronic obstructive pulmonary disease within one year after treatment and discharge

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The AUC val- ues of the logistic model were good in the training set but poor in the testing set while the XGBoost model showed good predictive abilities in both the training set and the testing set. This indicated that XGBoost model was better than logistic model in predicting the risk of readmission in patients with AECOPD within one year..

Cox regression increases power to detect genotype-phenotype associations in genomic studies using the electronic health record

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For each phenotype, we used. 1 Comparing logistic regression and Cox regression on data simulated from either a logistic model or a Cox model (1000 simulations each).. a Boxplots of true positive rate for logistic regression, Cox regression, and the sequential strategy, across simulations from each simulation model.

Kinetic model of commercial glucose affected growth and microbial oil production of oleaginous yeast Pseudozyma parantarctica CHC28

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Further, the Logistic model is ideal for estimating the growth kinetics, i.e., the maximum specific growth rate (μ max , h -1 ) (Phukoetphim et al., 2017). e 10.93±0.56d . A comparison of the growth rate and oil production efficiency demonstrated that the biomass, oil, and oil content in the bioreactor scale were higher than those in the flask scale. Karamerou et al., 2016).

A new estimation of protein-level false discovery rate

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When a new sample cannot find a match in the feature table, a new null distribution is inferred by directly plugging the coefficients in the coeffi- cient table into the logistic model. The logistic regression model provides an efficient way to infer the null distribu- tion. the logistic regression-based null distribution inference method. The Permutation+BH method first applies the permutation to generate the null distribution and then uses the BH procedure to estimate the FDR.

Customer Relationship Management - A Databased Approach

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By inputting values for the predictor variables for each new customer – the logistic model will yield a predicted probability. By inputting values for the predictor variables for each new customer, the logistic model will yield a predicted probability. In linear regression, the effect of one unit change in the independent variable on the dependent variable is assumed to be a constant represented by the slope of a straight line.

26-hoangtung

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T Ạ P CHÍ KHOA H Ọ C VÀ CÔNG NGH Ệ , ĐẠ I H Ọ C Đ À N Ẵ NG - S Ố PHÂN TÍCH R Ủ I RO TÍN D Ụ NG DOANH NGHI Ệ P B Ằ NG MÔ HÌNH LOGISTIC CREDIT RISK ANALYSIS – A LOGISTIC MODEL APPROACH Hoàng Tùng Tr ườ ng Đạ i h ọ c Kinh t ế , Đạ i h ọ c Đ à N ẵ ng TÓM T Ắ T Doanh nghi ệ p g ặ p r ủ i ro ho ạ t độ ng là hi ệ n t ượ ng kinh t ế khách quan trong kinh t ế th ị tr ườ ng, h ậ u qu ả c ủ a nó là s ự xung độ t l ợ i ích c ủ a các ch ủ th ể khác nhau tham gia vào các quan h ệ kinh t ế .

The negative impact of bullying victimization on academic literacy and social integration: Evidence from 51 countries in PISA

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Then, we introduce Logistic model to analyze the main factors which affect bullying victimization and use coarsened exact matching, struc- tural equation model to analyze the mediating effects of school absen- teeism, study time, and online socialization between school bullying, academic literacy and social integration. Background, data and measures of bullying victimization 2.1.

Determinants of market outlet choice of coffee producing farmers in lalo assabi district, west wollege zone, ethiopia: An econometric approach

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The multinomial logistic model is analo- gous to a logistic regression model, except that the probability distribution of the response is multinomial (categorical) instead of binomial (binary) and thus we have K-1 equations in- stead of one equation.. Following the generalized equation (3.5), the multinomial logistic regression fitting to the present study is adapted as:.

The role of Tax in managing offshore fishing activities: An application of bioeconomic model

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One of the most commonly used ways is based on the logistic model of population growth. where, X is stock biomass, α is the stock’s intrinsic rate of growth equals the birth rate of the stock minus its mortality rate, and K is the carrying capacity of the fishery. Thus, if the fishery is not commercially exploited the size of the stock will eventually converge to the carrying capacity of the fishery, lim t→∞ X(t)=K. 1 (5) Replacing Eq.(5) into Eq.(3), we obtain catch per unit effort (CPUE).

Probing transcription factor combinatorics in different promoter classes and in enhancers

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(Up): Heatmap of the selected variables in the 409 logistic models learned on the mRNA promoters in the expression-controlled challenge. Each column corresponds to one of the logistic model, while the rows represent the variables used in the models (PWM affinity scores and mono- and di-nucleotide frequencies). “Little” designates TFs recognizing CpG-containing sequences, but methylation of the CpG has little effect on binding..

Warehouse consolidation in logistic clusters – case of food industry

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The model will be promoted to further point out relevant quality perspectives and its contribution for consolidation warehouses to logistic clusters.

Feature selection with interactions in logistic regression models using multivariate synergies for a GWAS application

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We randomly generate 1000 logistic regression models.. For each logistic regression model, we generate random training sets of and 3000 samples.

Logistic 1

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II.Dịch vụ logistic tại việt Nam1.Quy định pháp luật Việt Nam đối dịch vụ logistic Dịch vụ logistic được xem là một hoạt động thương mại, quy định tại điều233 Luật Thương mại số36/2005/QH11.

Chuong 12. Phan Tich Hoi Qui Logistic

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M ộ t ph ươ ng pháp phân tích đượ c phát tri ể n t ươ ng đố i g ầ n đ ây (vào th ậ p niên 1970s) có tên là logistic regression analysis (hay phân tích h ồ i qui logistic) có th ể áp d ụ ng cho tr ườ ng h ợ p trên. Trong nghiên c ứ u này, sau 15 n ă m theo dõi, có 38 b ệ nh nhân b ị gãy x ươ ng.

Dạy học hàm số logistic ở Mĩ

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Sự trình bày hàm số logistic và mô hình logistic trong giáo trình Precalculus.. Tiến trình dạy học hàm số logistic và mô hình của nó trong giáo trình Precalculus được tóm tắt như sau: Hàm tăng trưởng mũ → Hàm logistic (đồng nhất với hàm tăng trưởng logistic. Mô hình logistic (đồng nhất với mô hình tăng trưởng logistic).. Như vậy, hàm số logistic được định nghĩa trước khi giới thiệu về mô hình logistic..

I QUI LOGISTIC NH PHÂN Lê Th Thanh Loan

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HỒI QUI LOGISTIC NHỊ PHÂN Lê Thị Thanh Loan Mô hình hồi qui logistic được áp dụng trong trường hợp cần xây dựng mô hình hồi qui với biến phụ thuộc Y là biến định tính có hai đặc tính/giá trị (hồi qui logistic) hoặc nhiều hơn hai đặc tính (hồi qui logistic đa thức, đa biến/multinomial logistic). Trường hợp Y là biến định tính nhị phân, Y có hai giá trị: Y=1 hoặc Y=0 Ví dụ: Mô hình xác định các yếu tố ảnh hưởng đến hộ nghèo, giải thích những yếu tố nào ảnh hưởng đến hộ rơi vào tình cảnh nghèo.

A gravity model analysis of trade facilitation in Northeast Asia

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Besides, Hertel and Mirza (2009) and Felipe and Kumar (2010) employed the World Bank’s Logistic Performance Index (LPI), like this study, to quantify the gains from improvement of trade facilitation.. The inspiration of the original gravity model is from the Newtonian universal gravity.

Danh sách các công ty logistic

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Danh sách các công ty logistic 1-Dana Logistic Hà Nội Tầng 3, Naforimex Tower, 19 Bà Triệu, Quận Hoàn Kiếm, Hà Nội, Việt Nam Tel Fax Hải Phòng 738 Lê Thánh Tông, Quận Hải An, Thành Phố Hải Phòng, Hải Phòng, Việt Nam Tel Fax BEE LOGISTICS CORPORATION - HA NOI CITY BRANCH OFFICE Add: 6th Floor, Ha Noi Group Building, 442 Doi Can Street, Cong Vi Ward, Ba Dinh District, Ha Noi City, Viet Nam Email: [email protected] Tel Fax YUSEN LOGISTICS INTERNATIONAL (VIETNAM) CO., LTD.

logistic-nike.docx

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Mô hình quản lí logistic của Nike . Mạng lưới logistics của Nike . Cơ sở hoạt động . Kênh phân phối . Định nghĩa kênh phân phối . Kênh phân phối của Nike . Dự đoán nhu cầu . Quản lí hoạt động kho . Nếu nhưtrước đây, ít ai có thể sở hữu cho mình một sản phẩm Nike thì giờ đây mọi kháchhàng đều có thể sắm cho mình một cách dễ dàng. Sở dĩ có những chuyển biếntrên, tất cả là do sự phổ biến, đa dạng về mẫu mã chủng loại các sản phẩm trênthị trường Việt Nam trong những năm gần đây.

A nomogram prediction model for lymph node metastasis in endometrial cancer patients

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What’s more, we carried out sensitivity analysis on the risk prediction model and the predictive ability of the nomogram was fluctuates very little.. Mar- iani et al. Similarly, Pollom et al. However, Bendi- fallah et al. Table 2 Multivariate logistic regression analysis of the LNM. LNM 0.795. 2 Internal calibration of the nomogram to predict LNM. 3 Receiver operating characteristic curves of internal verification corresponding nomogram to predict LNM.