Performance Analyses and Improvements for IEEE 802.15.4 CSMA/CA Scheme in Wireless Multihop Sensor Networks Based on HTC Algorithm by Jianping Zhu, Chunfeng Lv, Zhengsu Tao

“…Along with these two strategies, the accurate statistical performance metrics of throughput and delay of unsaturated, unacknowledged IEEE 802.15.4 beacon-enabled networks for 1-hop and 2-hop scenarios are then predicted based on the models which contains n modified semi-Markov chains and one macro-Markov chain, in which nodes are assumed to locate randomly over a circle plane according to Poisson distribution. Moreover, performance comparisons between our scheme (called HTC scheme) and other multi-hop CSMA/CA schemes which involve hidden terminal avoiding are also proposed. …”
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National Trends of Antiparkinsonism Treatment in Taiwan: 2004–2011 by Weng-Ming Liu, Ruey-Meei Wu, Chia-Hsuin Chang, Jou-Wei Lin, Ying-Chun Liu, Chin-Hsien Lin

“…Time trend analyses were estimated assuming Poisson distribution. Results. A total of 19,302 PD patients in 2004 and 41,606 PD patients in 2011 were analyzed. …”
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Conditions for Setting Exclusive Pedestrian Phases at Two-Phase Signalized Intersections considering Pedestrian-Vehicle Interaction by Jiawen Wang, Chengcheng Yang, Jing Zhao

“…Second, assuming that vehicle arrival obeys the Poisson distribution, the delay models of vehicle passengers and pedestrians crossing the street at the intersection are established, and taking the total delay of traffic participants as the main index, the setting condition of EPP are proposed. …”
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Mitochondrial DNA copy number as a mediator of the relationship between insulin resistance and cognitive function in patients with euthymic bipolar disorder by Tsung Han Tsai, Cheng Ying Wu, Cheng Chen Chang, Ta Tsung Lin, Chin San Liu, Po See Chen

“…Both linear regression and Poisson distribution approaches with robust bootstrap simulations were used for significance testing. …”
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Heart abnormality classification using ECG and PCG recordings with novel PJM-DJRNN by Nadikatla Chandrasekhar, Sujatha Canavoy Narahari, Sreedhar Kollem, Samineni Peddakrishna, Archana Penchala, Babji Prasad Chapa

“…Then, the important features are selected using Poisson Distribution Function - Snow Leopard Optimization (PDF-SLO), and the PJM-DJRNN is used to classify the types of disease. …”
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Epidemiological characteristics of injury in 7–22-year-old badminton players by age and sex by Xiao Zhou, Kazuhiro Imai, Xiao-Xuan Liu, Zhuo Chen, Eiji Watanabe, Hongtao Zeng

“…Badminton-related injuries were normalized to rate per 1000 training-hours calculated by Poisson distribution in the collected data according to age and gender. …”
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Measured Rare Voltage Sags and Clusters of Sags: Prediction Models Driven by the Intermittence Indices by G. M. Casolino, M. de Santis, L. Di Stasio, C. Noce, P. Varilone, P. Verde

“…The clusters of sags represent a stochastic process due to their time dependence; the rare satisfy the requirements for a Poisson distribution process. To forecast both kinds of sags using the statistics of the measurements, different approaches are required. …”
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A CRITIC-BPNN APPROACH TO FRICTION STIR WELDING PARAMETRIC SELECTION AND PREDICTION USING AA6082-T6 MATERIAL by Mufutau Adeniyi Abolarin, Adeyinka Oluwo, John Rajan, Swaminathan Jose, Sunday Ayoola Oke |, Alexander Iwodi Agada, Ayomide Sunday Ibitoye

“…For further weight determination between the nodes and edges of the neural networks, the Poisson distribution model was introduced. This stochastic-based method was used to calculate the weights at the edges, between the inputs, hidden layers and outputs of the neural network. …”
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Trends in breast cancer among elderly women: Development in estrogen and HER2 subtypes in the last ten years by Frederik K. Palshof, Lina S. Mørch, Maj-Britt R. Jensen, Hans H. Storm, Niels Kroman, Tove H.F. Tvedskov

“…We used generalized linear models assuming a Poisson distribution. Results: In the Nordic countries, 205 305 women were diagnosed with BC between 2012 and 2021. …”
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Deaths in children in England from SARS-CoV-2 infection during the first 2 years of the pandemic: a cohort study by Shamez N Ladhani, Peter Fleming, Tom Williams, Karen Luyt, Godwin Oligbu, David Odd, Sylvia Stoianova, Anna Thursby-Pelham

“…Mortality rates were calculated, assuming a Poisson distribution, for the whole population, and split by demographics and patient characteristics.Setting England.Participants 6389 CYP deaths in England reported to the National Child Mortality Database (NCMD).Main outcome Risk of death.Results 88 of the 6389 deaths of CYP were identified as deaths probably due to COVID-19. …”
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Possibilities of Using Regional Index-Flood Method with Annual Maximum and Partial Duration Series: A Case Study of Susurluk River Basin, Turkey by Havva Eylem Polat, Ayşe Doğanülker, Alper Serdar Anlı

“…The PDS's most appropriate frequency factors (k) were determined according to the Poisson distribution, which makes the variance-mean ratio equal. k=3.5 was determined for only two stations. k=4 was suitable for seven stations, and k=5 was suitable for thirteen stations. …”
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Superconducting Nanostrip Photon-Number-Resolving Detector as an Unbiased Random Number Generator by Pasquale Ercolano, Mikkel Ejrnaes, Ciro Bruscino, Syed Muhammad Junaid Bukhari, Daniela Salvoni, Chengjun Zhang, Jia Huang, Hao Li, Lixing You, Loredana Parlato, Giovanni Piero Pepe

“…In the former, we exploit the property that the light is equally distributed on each strip of the entire detector, whereas in the latter, we exploit the fact that, for a high average number of photons, the parity of the Poisson distribution of the number of photons emitted by the laser tends to be zero. …”
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The association between ambient air pollution and the risk of incident nasopharyngeal carcinoma in Hangzhou, China by Zesheng Chen, Zongxue Cheng, Yaoyao Wu, Zhecong Yu, Kang Qin, Caixia Jiang, Jue Xu

“…We applied a generalized additive model (GAM) based on the Poisson distribution to investigate the effect of ambient air pollution on the risk of incident NPC. …”
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Effect of a Nutritional Education Intervention on the Reduction of Added Sugar Consumption in Schoolchildren in Southeastern Mexico: Community Study by Carmen Morales-Ruán, Teresa Shamah-Levy, Danae Gabriela Valenzuela-Bravo, Rebeca Uribe-Carvajal, Corin Hernández-Palafox, María Concepción Medina-Zacarías, Ignacio Méndez Gómez-Humarán

“…For the analysis, a generalized estimating equation (GEE) model was constructed using the Poisson distribution family to estimate the effect of the intervention. …”
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Macroecological predictors to determine future refuges of Luciobarbus species in the Tigris–Euphrates basin: Rethinking conservation strategies and management by Hadi Khoshnamvand, Seyed Mohsen Mousavi, Asef Darvishi, Kourosh Ahmadi, Amir Naghibi, Karel Janko, Asghar Abdoli, Faraham Ahmadzadeh

“…We employed a generalized linear model (GLM) with a quasi-Poisson distribution to create a map depicting the richness of Luciobarbus fish species.Our projections indicate that suitable habitats will decline in both time series under climate change SSP126 and SSP585 scenarios, resulting in the loss of certain habitat patches in the Southwest of Iran, Syria and Iraq. …”
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Real-world ePRO use and clinical outcomes using electronic patient-reported symptom monitoring for patients with advanced non-small-cell lung cancer receiving first-line pembrolizu... by L. Johnetta Blakely, Sabine Oskar, Ian Kudel, Ashley Roush, Zoya Shamsi, Toni Perry, Annette Christianson, Brittni Smith, Thomas Burke

“…Healthcare resource use (HCRU) was compared using generalized linear models with Poisson distribution. Analyses were repeated to compare outcomes in the SoC cohort between Noona users (created a profile and used any function ≥one-time during 1L therapy) and nonusers with >42 days on 1L pembrolizumab. …”

Household transmission of SARS-CoV-2 in a rural area in South Africa by G Maimela, C E Martin, M Chersich, B Bello, J Mauti, T Bäernighausen, S Kohler, A Almuedo-Riera, S Luchters, S Sawry

“…The incidence rate (IR), using the Poisson distribution, was HCs with a new positive PCR and/or serological test per 1 000 person‐days. …”
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Research on Connectivity of Multi-Type Heterogeneous Wireless Networks by Jingyuan Guo, Tao Yang, Hui Feng, Bo Hu

“…For multi-type user network, under the Poisson distributed cognitive radio model, the necessary condition for network connectivity was analyzed. …”
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An Empirical Study on Evolution of the Connectivity for VANETs Based on Taxi GPS Traces by Huifang Feng, Youji Xu

“…As a result, the short-range dependent processes such as the exponential, normal, or Poisson distributions cannot capture the statistical distribution characteristics. …”
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Photon antibunching in single-molecule vibrational sum-frequency generation by Moradi Kalarde Fatemeh, Ciccarello Francesco, Sánchez Muñoz Carlos, Feist Johannes, Galland Christophe

“…On the other hand, we show that an anharmonic molecular potential can lead to antibunching of the upconverted photons under coherent, Poisson-distributed mid-infrared and visible drives. Our results therefore open a path toward bright and tunable source of indistinguishable single photons by leveraging “vibrational blockade” in a resonantly and parametrically driven molecule, without the need for strong light-matter coupling.…”
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