scholarly journals A Strength and Weakness of Regression Analysis and Quartile and IQR Deviation by using Test- Driven Development

2020 ◽  
Vol 8 (2) ◽  
pp. 01-09
Author(s):  
Myint Myint Moe Myint Myint Moe

Test-Driven Development (TDD) derives an evolutionary approach which needs unit test cases to be made before implementation of the code. The goal of this paper is to examine product code quality and programmer productivity using test-driven development approach. This paper establishes regression analysis and quartile & inter-quartile range deviation to evaluate the process effect on external code quality and developer productivity. The results of this paper are that if developer productivity is the actual effect, external code quality will be fewer decreased and external code quality is the actual effect if developer productivity will be fewer reduced. Test-Driven Development can produce the clear of code, simple and bug-release. Defect numbers decreased when automated unit tests are written iteration related to test-driven development. If necessary, the code refactoring is acted TDD. This proposed system evaluates regression analysis and quartile & inter-quartile range deviation based on a fixed time-frame.

Circulation ◽  
2008 ◽  
Vol 118 (suppl_18) ◽  
Author(s):  
Pedro Carmo ◽  
Carlos Aguiar ◽  
Jorge Ferreira ◽  
Luis Raposo ◽  
Pedro Goncalves ◽  
...  

Purpose: N-terminal fragment of the B type-natriuretic peptide (NT-proBNP) is an established tool for assessing acute dyspnoea and stratifying risk in heart failure, acute coronary syndromes (ACS), and stable coronary heart disease (SCHD). The aim of this study was to determine the value of NT-proBNP in predicting long-term risk of patients (Pts) submitted to elective percutaneous coronary intervention (PCI) in the setting of SCHD. Methods: We prospectively studied 291 Pts (age 64.3±9.6 years, 64 female) with SCHD submitted to successful elective PCI, and determined NT-proBNP immediately before PCI. Pts were divided into 2 groups according to NT-proBNP level: group T3 formed by Pts with NT-proBNP level in the highest tertile and group T1+T2 formed by all remaining Pts. The study endpoint was time to the first occurrence of death (D) or non-fatal myocardial infarction (MI) during the mean follow-up of 568 ± 322 days. Multivariable analyses were performed to adjust the prognostic value of NT-proBNP for the effects of factors known to influence NT-proBNP (age, gender, renal function, body mass index) and of other potential predictors of outcome (cardiovascular risk factors, prior cardiovascular events, left ventricular ejection fraction, and PCI characteristics). Results: NT-proBNP ranged from 5 pg/ml to 104 pg/ml in the 1st tertile (T1), 105 pg/ml to 358 pg/ml in the 2nd tertile (T2), and 364 pg/ml to 33.991 pg/ml in the 3rd tertile (T3). During follow-up, 8 Pts died and 11 suffered a non-fatal MI. NT-proBNP was significantly higher in Pts who experienced an adverse outcome (440 pg/ml [inter-quartile range, 104 –1712] vs 174 pg/ml [inter-quartile range, 78 – 460) in Pts with uneventful follow-up; P= 0.007). An NT-proBNP level ≥364 pg/ml was associated with a higher endpoint rate (13.4% vs 3.1% in group T1+T2) and independently predicted outcome: adjusted hazard ratio 3.11, 95% CI, 1.15– 8.37, P=0.025. The sensitivity, specificity, predictive positive value, and negative predictive value for the criterion NT-proBNP ≥364 pg/ml were 68.4%, 69.1%, 13.4%, and 96.9%, respectively. Conclusion: In the setting of SCHD, the level of NT-proBNP is a powerful prognostic marker even after successful PCI.


2019 ◽  
Vol 4 (3) ◽  
pp. 47 ◽  
Author(s):  
Antonio ◽  
Kenyon ◽  
Horn ◽  
Jiannine ◽  
Carson ◽  
...  

The psychomotor vigilance test (PVT) measures one’s behavioral alertness. It is a visual test that involves measuring the speed at which a person reacts to visual stimuli over a fixed time frame (e.g., 5 min). The purpose of this study was to assess the effects of an energy drink on psychomotor vigilance as well as a simple measure of muscular endurance (i.e., push-ups). A total of 20 exercise-trained men (n = 11) and women (n = 9) (mean SD: age 32 7 years; height 169 10 cm; weight; 74.5 14.5 kg; percent body fat 20.3 6.2%; years of training 14 9; daily caffeine intake 463 510 mg) volunteered for this randomized, double-blind, placebo-controlled, crossover trial. In a randomized counterbalanced order, they consumed either the energy drink (ED) (product: BANG®, Weston Florida) or a similar tasting placebo drink (PL). In the second visit after a 1-week washout period, they consumed the alternate drink. A full 30 minutes post-consumption, they performed the following tests in this order: a 5-minute psychomotor vigilance test, three sets of push-ups, followed once more by a 5-minute psychomotor vigilance test. Reaction time was recorded. For the psychomotor vigilance test, lapses, false starts and efficiency score are also assessed. There were no differences between groups for the number of push-ups that were performed or the number of false starts during the psychomotor vigilance test. However, the ED treatment resulted in a significantly lower (i.e., faster) psychomotor vigilance mean reaction time compared to the PL (p = 0.0220) (ED 473.8 42.0 milliseconds, PL 482.4 54.0 milliseconds). There was a trend for the ED to lower the number of lapses (i.e., reaction time > 500 milliseconds) (p = 0.0608). The acute consumption of a commercially available ED produced a significant improvement in psychomotor vigilance in exercise-trained men and women.


Trials ◽  
2020 ◽  
Vol 21 (1) ◽  
Author(s):  
Rosemary Greenwood ◽  
Julie Pell ◽  
Paula Foscarini-Craggs ◽  
Katharine Wale ◽  
Ian Thomas ◽  
...  

Abstract When planning a multicentre clinical trial, it can be difficult to predict the time needed to open individual sites, and this in turn impacts on the total number of sites needed, the budget and the time frame for a clinical trial to be delivered successfully. This is of particular importance for funding applications with a limited time frame and budget such as NIHR RfPB. It is more efficient and cost-effective to open the total number of sites needed at the outset of a trial, rather than to respond later to slow site opening and recruitment. Here, we share our experience of successfully delivering a multicentre clinical trial for a rare disease within a limited time frame and budget by approximately doubling the number of sites initially predicted to be needed. We initially predicted 20 sites would be needed to deliver the clinical trial, but early on in the trial, the number of sites was more than doubled to allow successful recruitment of the target sample size within the desired time frame. Of the 48 ethically approved sites, the median time from ethical approval of a site to opening for recruitment was 182 days (95% confidence interval [143 to 245 days]) and ranged from 18 to 613 days. In four (9%) of these sites, part of the delay was due to pharmacy sign off not being given when R&D had issued capacity and capability (C&C). Delays due to pharmacy sign off varied from 10 days to over 3 months delay in two sites (94 days and 102 days). A mathematical solution to the problem of planning a study with a short recruitment window has been given to support the planning and costing of grants with fixed time constraints: number of sites = required sample size divided by (number of eligible patients per site per month times recruitment rate times (the number of months accrual minus 6 months)). We expect these results to help others who are planning multicentre clinical trials in the UK. Ethical approval from NRES Committee South West (IRAS number 225959). Trial registration EudraCT Number 2017-001171-23. Registered on 26 June 2017


2005 ◽  
Vol 45 (1) ◽  
pp. 13
Author(s):  
A.J. McDiarmid ◽  
P.T. Bingaman ◽  
S.T. Bingham ◽  
B. Kirk-Burnnand ◽  
D.P. Gilbert ◽  
...  

The John Brookes gas field was discovered by the drilling of John Brookes–1 in October 1998 and appraisal drilling was completed in 2003. The field is located about 40 km northwest of Barrow Island on the North West Shelf, offshore West Australia. The John Brookes structure is a large (>90 km2) anticline with >100 m closure mapped at the base of the regional seal. Recoverable sales gas in the John Brookes reservoir is about 1 Tcf.Joint venture approval to fast track the development was gained in January 2004 with a target of first gas production in June 2005. The short development time frame required parallel workflows and use of a flexible/low cost development approach proven by Apache in the area.The John Brookes development is sized for off-take rates up to 240 TJ/d of sales gas with the development costing A$229 million. The initial development will consist of three production wells tied into an unmanned, minimal facility wellhead platform. The platform will be connected to the existing East Spar gas processing facilities on Varanus Island by an 18-inch multi-phase trunkline. Increasing the output of the existing East Spar facility and installation of a new gas sweetening facility are required. From Varanus Island, the gas will be exported to the mainland by existing sales gas pipelines. Condensate will be exported from Varanus Island by tanker.


2000 ◽  
Vol 40 (1) ◽  
pp. 437 ◽  
Author(s):  
W.C. Henry ◽  
A.M. Hyden ◽  
S.L. Williams

Esso Australia Ltd on behalf of the Esso/BHP joint venture, recently completed Australia's first deep- water oil and gas development, Blackback, in 395 m water depth in eastern Bass Strait. Esso used a phased development approach and an innovative development concept to mitigate the effect of reserves uncertainty. The development consists of three wells in daisy-chain formation tied back to the existing Mackerel platform, 23 km distant. The development also used innovative approaches for installation of flexible flowline and umbilical jumpers from the drilling rig, management of hydrates in the production flowline and control system integration.In the same time frame, Esso repaired the failed electro-hydraulic control systems of two 10-year-old subsea wells. The repair program used an innovative approach to fault diagnosis and field work.


Blood ◽  
2011 ◽  
Vol 118 (21) ◽  
pp. 3067-3067 ◽  
Author(s):  
Ludmila Katherine Martin ◽  
Mark E Lustberg ◽  
Fengting Yan ◽  
John T. Patton ◽  
Pierluigi Porcu ◽  
...  

Abstract Abstract 3067 BACKGROUND: Primary central nervous system post-transplant lymphoproliferative disorder (PCNS PTLD) is a rare complication of solid organ transplantation, with no standard therapy. Most PCNS PTLDs are associated with Epstein-Barr virus (EBV) infection, thus EBV could serve as a potentially attractive therapeutic target. For EBV-targeted antiviral therapy to be effective, antiviral agents must be phosphorylated by lytic-phase EBV kinases BXLF1/vTK and BGLF4. We hypothesized that PCNS-PTLDs would express viral kinases and that antiviral therapy would prove an attractive therapeutic alternative to high dose methotrexate-based chemotherapy for patients who often have impaired organ function and poor performance status. METHODS: We investigated the safety and efficacy of EBV-targeted therapy with zidovudine (AZT), ganciclovir (GCV), rituximab, and dexamethasone in patients with PCNS PTLD, as well as the relationship of viral protein kinase expression with response to therapy. Patients with biopsy-proven PCNS PTLD following solid organ transplantation were eligible for treatment. Induction therapy consisted of AZT 1500 mg IV, and GCV 5 mg/kg IV, dexamethasone 10 mg IV, twice daily on days 1–14 and 4 weekly doses of rituximab 375 mg/m2 on days 1, 8, 15, and 22. Maintenance therapy was initiated on day 15 with valganciclovir 500 mg twice daily, and AZT 300 mg twice daily until disease progression or intolerable toxicity. Treatment was adjusted for hematologic toxicity and impaired liver and kidney function. Responses were evaluated by serial brain MRIs beginning 4 weeks after initiation of treatment. Brain biopsy specimens were evaluated for expression of viral kinases BGLF4 and BXLF1/vTK by in situ hybridization. RESULTS: Eight patients (5 M, 3 F) with a median age of 49 were treated at our institution from 1999–2011. Transplant history included kidney (N=7), and kidney + pancreas (N=1). Pathology data was available for all patients and included diffuse-large B-cell lymphoma (N=4), grade III lymphomatoid granulomatosis (N=2), and B-cell lymphoma, not further classifiable (N=2). EBV positivity (EBER) and CD20 expression was documented in all cases. Evaluation of BXLF1/vTK and BGLF4 was completed in 4 patients and found to be positive. Areas of tumor expressing viral kinases did not express LMP1. Immune suppression was reduced in all patients prior to treatment. All patients completed induction therapy. Median duration of maintenance therapy was 16.6 months. At the time of analysis, 6 patients were still alive and disease free (median duration of follow-up = 19.6 months, inter-quartile range = 10.6 – 28.3). All 8 patients achieved a complete response by MRI criteria with a median duration to response of 2 months (inter-quartile range = 1.5 – 4 months). Two patients died with survival times of 3 and 143 months after diagnosis. No patients had documented disease progression. Thus far, median duration of progression free survival has been 17.1 months (inter-quartile range = 7 – 31 months). Patient 1 was disease-free for 141 months but developed and died from complications of colon cancer. Patient 8 died of multi-organ failure related to pneumonia and septic shock, which was considered non-treatment-related, 3 months after initiation of therapy. At that time, a brain MRI showed evidence of complete response. Grade 3–4 toxicity was primarily hematologic, including anemia (N=4), thrombocytopenia (N=3), leukopenia (N=5) and neutropenia (N=4). Toxicity in the maintenance phase was generally reversible within 7 days of holding therapy. One patient required discontinuation of AZT during maintenance treatment for persistent, transfusion-dependent anemia. CONCLUSIONS: EBV-targeted therapy with AZT, GCV, rituximab and dexamethasone appears to be safe for the treatment of EBV+ PCNS PTLD, with promising evidence of activity. Responses were generally rapid and durable. Expression of BXLF1/vTK and BGLF4 kinases provides mechanistic rationale for an antiviral approach for this disease. Given the lack of effective standard therapy for these patients, this regimen deserves further investigation. Unanswered questions include the optimum length of maintenance therapy that is still effective while minimizing toxicity, and whether rituximab is necessary to achieve the responses observed. A multi-center phase II trial is in development to further investigate this regimen. Disclosures: Off Label Use: We will discuss the use of zidovudine and ganciclovir to treat primary CNS lymphoma in transplant patients.


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