@incollection{,
	
					
					
					EC7AB8C3DA1E287D555F421CE1BFEF20
				,
	author={{AdityaChakraborty} and {Chris P.Tsokos}},
	journal={{Global Journal of Medical Research}},
	journal={{GJMR}}2249-46180975-588810.34257/GJMR,
	address={Cambridge, United States},
	publisher={Global Journals Organisation}2132946
}

@incollection{b0,
	
	
		,
	title={{Numeric) (X 1 ): Age of diagnosis of the patient}}
	
	
		,
	journal={{Age}}
		
	

}

@book{b1,
	
	
		,
	title={{Stage (Categorical) (X 2 ): Pancreatic Cancer Stages, categorized as a) localized, b) regional, and c) distant}}
		
	

}

@book{b2,
	
	
		,
	title={{Aspirin (Categorical) (X 3 ): Does the person use Aspirin Regularly?}}
		
	

}

@book{b3,
	
	
		,
	title={{Categorical) (X 4 ): Does the person use Ibuprofen Regularly?}}
		,
	author={{
			Ibuprofen
		}}
		
	

}

@book{b4,
	
	
		,
	title={{Relatives (Categorical) (X 5 ): The number of first-degree relatives with pancreatic cancer}}
		
	

}

@book{b5,
	
	
		,
	title={{Diabetes (Categorical) (X 6 ): Did the patient ever have diabetes?}}
		
	

}

@book{b6,
	
	
		,
	title={{Heart attack (Categorical) (X 7 ): Did the participant ever have coronary heart disease or a heart attack?}}
		
	

}

@book{b7,
	
	
		,
	title={{Categorical) (X 8 ): Did the patient ever have emphysema?}}
		,
	author={{
			Emphysema
		}}
		
	

}

@incollection{b8,
	
	
	
	
		,
	booktitle={{Sex of the individual}}
				X 9
		
	

}

@incollection{b9,
	
	
	
	
		,
	booktitle={{Current Body Mass Index (BMI) at Baseline (In lb/in2)}}
				
	

}

@book{b10,
	
	
		,
	title={{Cigarette Years (numeric) (X 11 ) : The total number of years the patient smoked}}
		
	

}

@book{b11,
	
	
		,
	title={{Categorical) (X 12 ): Did the participant ever have diverticulitis or diverticulosis? 13. Smoke (Categorical) (X 13 ): Has the patient ever smoked cigarettes regularly for six months or longer?}}
		,
	author={{
			Diverticulosis
		}}
		
	

}

@book{b12,
	
	
		,
	title={{Pancreatic cancer. The Lancet}}
		,
	author={{
			DLi
		} and {
			KXie
		} and {
			RWolff
		} and {
			JLAbbruzzese
		}}
		
		
		
		10.1016/s0140-6736(04)15841-8
		
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	year={2004}
			363
			
		
	

}

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		,
	title={{Pancreatic cancer. The Lancet}}
		,
	author={{
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			JHerman
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			RSchulick
		} and {
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		10.1016/s0140-6736(10)62307-0
		
			,
	year={2011}
			378
			
		
	

}

@incollection{b14,
	
	
		,
	title={{Pancreatic cancer}}
		,
	author={{
			JKleeff
		} and {
			MKorc
		} and {
			MApte
		}}
		
		
		10.1038/nrdp.2016.22
		
	
	
		,
	journal={{Nat Rev Dis Primers}}
		
			2
			16022
			,
	year={2016}
		
	

}

@book{b15,
	
	
		,
	title={{GLOBOCAN 2012: cancer incidence and mortality worldwide: IARC CancerBase No. 11. International Agency for Research on Cancer}}
		,
	author={{
			JFerlay
		}}
		
		
			,
	year={2013}
		
	

}

@incollection{b16,
	
	
		,
	title={{Regression Models and Life-Tables}}
		,
	author={{
			DavidRCox
		}}
	
	
		,
	journal={{Journal of the Royal Statistical Society, Series B}}
		
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			2
			
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	year={1972. 2985181}
			,
	publisher={JSTOR}
		
	

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		,
	title={{A Statistical Model with Non-Linear Effects and Non-Proportional Hazards for Breast Cancer Survival Analysis}}
		,
	author={{
			MPerera
		} and {
			CTsokos
		}}
		
	
	
		,
	journal={{Advances in Breast Cancer Research}}
		
			7
			
			,
	year={2018}
		
	

}

@incollection{b18,
	
	
		,
	title={{Assessing the prediction accuracy of cure in the Cox proportional hazards cure model: an application to breast cancer data}}
		,
	author={{
			JAsano
		} and {
			AHirakawa
		} and {
			CHamada
		}}
		
		
		10.1002/pst.1630
		25044997
	
	
		,
	journal={{Pharm Stat}}
		
			6
			
			,
	year={2014 Nov-Dec; 13. 2014 Jul 16}
		
	

}

@incollection{b19,
	
	
		,
	title={{}}
		,
	author={{
			XYong
		} and {
			CTsokos
		}}
		
	
	
		,
	journal={{PROBABILISTIC COMPARISON OF SURVIVAL ANALYSIS MODELS USING SIMULATION AND CANCER DATA}}
		
			,
	year={2009}
		
	

}

@incollection{b20,
	
	
		,
	title={{Comparison of the flexible parametric survival model and Cox model in estimating Markov transition probabilities using real-world data}}
		,
	author={{
			XDu
		} and {
			MLi
		} and {
			PZhu
		} and {
			JWang
		} and {
			LHou
		} and {
			JLi
		}}
		
		
		
		
		
		10.1371/journal.pone.0200807
		
	
	
		,
	journal={{PLoS ONE}}
		
			13
			8
			e0200807
			,
	year={2018}
		
	

}

@incollection{b21,
	
	
		,
	title={{The Cox Proportional Hazards Model and Its Characteristics}}
		,
	author={{
			DGKleinbaum
		} and {
			MKlein
		}}
		
		10.1007/978-1-4419-6646-9_3
		
	
	
		,
	journal={{Survival Analysis. Statistics for Biology and Health}}
		
			,
	year={2012}
			,
	publisher={Springer}
		
	

}

@book{b22,
	
	
		,
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			RLPrentice
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		,
	title={{Clinical Trials: Study Design, Endpoints and Biomarkers, Drug Safety}}
				
			,
	publisher={Academic Press}
			,
	year={2011. 2011}
			
		
	

}

@incollection{b24,
	
	
		,
	title={{A new look at the statistical model identication}}
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@incollection{b25,
	
	
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	title={{On the Interpretation of the Hazard Ratio and Communication of Survival Benefit}}
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		}}
		
		10.1634/theoncologist.2016-0198
		
	
	
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	journal={{The oncologist}}
		
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	year={2017}
		
	

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@incollection{b26,
	
	
		,
	title={{Interpreting Measures of Treatment Effect in Cancer Clinical Trials}}
		,
	author={{
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		} and {
			KurtPaskett
		} and {
			RobertLohman
		} and {
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		}}
		
		
		
		
	
	
		,
	journal={{The Oncologist}}
		
			7
			
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}

@incollection{b27,
	
	
		,
	title={{Theory of Partial Likelihood}}
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@incollection{b28,
	
	
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	title={{Non-parametric maximum likelihood estimation of censored regression models}}
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		10.1016/0304-4076(86)90011-4
	
	
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	journal={{Journal of Econometrics}}
		
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@incollection{b29,
	
	
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	title={{Proportional hazards tests and diagnostics based on weighted residuals}}
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		}}
		
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@incollection{b30,
	
	
		,
	title={{Miscellanea. A note on scaled Schoenfeld residuals for the proportional hazards model}}
		,
	author={{
			AWinnett
		}}
		10.1093/biomet/88.2.565
	
	
		,
	journal={{Biometrika}}
		
			88
			2
			
			,
	year={2001}
		
	

}

@incollection{b31,
	
	
		,
	title={{Survival Analysis of Multiple Myeloma Cancer (MMC) Using the Cox-Proportional Hazard Model}}
		,
	author={{
			LMamudu
		} and {
			CPTsokos
		} and {
			O EOluwaseun
		}}
		
		
	
	
		,
	journal={{Med Clin Res}}
		
			5
			7
			147
			,
	year={2020}
		
	

}

@incollection{b32,
	
	
		,
	title={{Martingale-Based Residuals for Survival Models}}
		,
	author={{
			TTherneau
		} and {
			PGrambsch
		} and {
			TFleming
		}}
		
		
		10.2307/2336057
	
	
		,
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			77
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			,
	year={1990}
		
	

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@incollection{b33,
	
	
		,
	title={{Epidemiology of pancreatic cancer}}
		,
	author={{
			DSMichaud
		}}
		15238885
	
	
		,
	journal={{Minerva Chir}}
		
			59
			2
			
			,
	year={2004 Apr}
		
	

}

@incollection{b34,
	
	
		,
	title={{Parametric and Non-Parametric Survival Analysis of Patients with Acute Myeloid Leukemia (AML)}}
		,
	author={{
			AChakraborty
		} and {
			CPTsokos
		}}
		
		10.4236/ojapps.2021.111009
		
	
	
		,
	journal={{Open Journal of Applied Sciences}}
		
			11
			
			,
	year={2021}
		
	

}

@incollection{b35,
	
	
		,
	title={{A Real Data-Driven Analytical Model to Predict Happiness}}
		,
	author={{
			AdityaChakraborty
		} and {
			&Chris
		} and {
			PTsokos
		}}
		
		
	
	
		,
	journal={{Sch J Phys Math Stat}}
		
			8
			3
			
			,
	year={2021 Mar}
		
	

}