Deriving the Hazard Rate Formula for F(t) = 1-Exp -((t-γ)/n))^β

= -\frac{1}{n}e^{-(\frac{t-γ}{n})^\beta}(\frac{t-γ}{n})^\beta(-\beta(\frac{d}{dt}(t-γ)^\beta)) = -\frac{1}{n}e^{-(\frac{t-γ}{n})^\beta}(\frac{t-γ}{n})^\beta(-\beta\beta(t-γ)^{\beta-1}) = \frac{\beta(t-γ)^{\beta-1}}{n}(e^{-(\frac{t-γ}{n})^\beta}) = \frac{\beta}{n}(t-γ)^{\
  • #1
Buchanskii
3
0
F(t) = 1-Exp -((t-γ)/n))^β

f(t) = dF(t)/dt = Exp/n[(t-x)/n]^β-1

h(t) = f(t)/1-F(t)

h(t)= β(t-y)^β-1/n^β



The final answer: h(t)= β(t-y)β-1/n^β, Is the correct answer.

But, I can't for the life of me work out why. Have I made a mistake in the f(t) derivation.

Can anyone help?
 
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  • #2
its a bit hard to read, but you derivative doesn't look right

so let's start with the chain rule
[tex]
\frac{d}{dt} g(h(t))= g'(h(t))h'(t)[/tex]

applying to our case
[tex]
F(t) = 1-e^{-(\frac{t-γ}{n})^\beta}
[/tex]

so let
[tex]
g(x) = 1-e^{x}
[/tex]
[tex]
g'(x) = e^{x}
[/tex]
[tex]
h(t) = -(\frac{t-γ}{n})^\beta
[/tex]
[tex]
h'(t) = -\frac{d}{dt}(\frac{t-γ}{n})^\beta
[/tex]


which gives
[tex]
f(t) = \frac{F(t)}{dt} = e^{-(\frac{t-γ}{n})^\beta}(-\frac{d}{dt}(\frac{t-γ}{n})^\beta)
[/tex]
 

Related to Deriving the Hazard Rate Formula for F(t) = 1-Exp -((t-γ)/n))^β

What is the definition of hazard rate derivation?

The hazard rate derivation is a statistical method used to calculate the probability of an event occurring within a specific period of time, given that the event has not yet occurred. It is commonly used in survival analysis to estimate the risk of an event happening over time.

What are the assumptions made in hazard rate derivation?

The main assumptions made in hazard rate derivation are that the events occur independently of each other and that the hazard rate is constant over time. Additionally, it is assumed that the events are not affected by the occurrence of previous events.

How is hazard rate derivation used in practice?

Hazard rate derivation is commonly used in medical and social sciences to analyze the time until a specific event occurs, such as death or disease diagnosis. It is also used in engineering to determine the reliability of a system or component over time.

What is the difference between hazard rate and hazard ratio?

Hazard rate is a measure of the instantaneous risk of an event occurring at a specific time, while hazard ratio compares the risk of an event between two different groups at a given time. Hazard ratio is a relative measure, while hazard rate is an absolute measure.

What are the limitations of hazard rate derivation?

One of the main limitations of hazard rate derivation is that it assumes a constant hazard rate over time, which may not be accurate in real-world situations. Additionally, it may not be suitable for analyzing events that occur in a short time period or events that are affected by the occurrence of previous events.

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