scholarly journals A New Method for Continuous, Long-Term Polysomnographic Recording of Neonatal Rats

SLEEP ◽  
2000 ◽  
Vol 23 (1) ◽  
pp. 9-14 ◽  
Author(s):  
Pingfu Feng ◽  
Gerald W. Vogel
2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Hiroshi Okamura ◽  
Yutaka Osada ◽  
Shota Nishijima ◽  
Shinto Eguchi

AbstractNonlinear phenomena are universal in ecology. However, their inference and prediction are generally difficult because of autocorrelation and outliers. A traditional least squares method for parameter estimation is capable of improving short-term prediction by estimating autocorrelation, whereas it has weakness to outliers and consequently worse long-term prediction. In contrast, a traditional robust regression approach, such as the least absolute deviations method, alleviates the influence of outliers and has potentially better long-term prediction, whereas it makes accurately estimating autocorrelation difficult and possibly leads to worse short-term prediction. We propose a new robust regression approach that estimates autocorrelation accurately and reduces the influence of outliers. We then compare the new method with the conventional least squares and least absolute deviations methods by using simulated data and real ecological data. Simulations and analysis of real data demonstrate that the new method generally has better long-term and short-term prediction ability for nonlinear estimation problems using spawner–recruitment data. The new method provides nearly unbiased autocorrelation even for highly contaminated simulated data with extreme outliers, whereas other methods fail to estimate autocorrelation accurately.


Indoor Air ◽  
2021 ◽  
Author(s):  
Shide Salimi ◽  
Esteban Estrella Guillén ◽  
Holly Samuelson

2020 ◽  
Vol 79 (10) ◽  
Author(s):  
Gang Deng ◽  
Kui Cao ◽  
Rui Chen ◽  
Yanfeng Wen ◽  
Yinqi Zhang ◽  
...  

Blood ◽  
2000 ◽  
Vol 96 (1) ◽  
pp. 86-90 ◽  
Author(s):  
Charles Craddock ◽  
Richard M. Szydlo ◽  
John P. Klein ◽  
Francesco Dazzi ◽  
Eduardo Olavarria ◽  
...  

Abstract A significant number of patients who relapse after allogeneic stem cell transplantation (SCT) for chronic myeloid leukemia (CML) will achieve sustained remissions after treatment with interferon-, second transplants, or donor lymphocyte infusions (DLI) from the original stem cell donor. Because leukemia-free survival (LFS) is at present defined as survival without evidence of relapse at any time posttransplant, patients who relapse but are then restored to complete remission are treated as failures when estimating LFS. We have established a new category of LFS, termed current LFS (CLFS), which we define as survival without evidence of leukemia at the time of most recent assessment. To gauge the contribution of treatment for relapse to the efficacy of allogeneic SCT in the management of CML in chronic phase, we compared conventional LFS and CLFS in 189 consecutive patients who underwent SCT over a 7-year period with a minimum follow-up of 3 years. Patients with sibling donors (n = 111) received cyclosporine and methotrexate as prophylaxis for graft versus host disease; patients with unrelated donors (n = 78) also received Campath-1G or 1H as intravenous T-cell depletion. The 5-year LFS defined conventionally was 36% (CI: 29% to 43%) versus a 5-year CLFS of 49% (CI: 36% to 62%). This new method of defining LFS confirms the view that appropriate “salvage” therapy, principally DLI, makes a major contribution to the capacity of allogeneic SCT to produce long-term LFS in patients who receive SCT for CML and emphasizes the importance of redefining LFS to take account of successful treatment of relapse.


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