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discrete-event simulation in clinical trials - Institut für Statistik ...

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Modelization/Simulation process<br />

Statistical analysis (p-value,…)<br />

PK models<br />

2 compartent 1st order model, macro-constants, lagtime,<br />

1st order elim<strong>in</strong>ation<br />

( − α t ) + b exp ( − t ) + c exp ( k t )<br />

C ( t)<br />

= a exp<br />

β −<br />

01<br />

<strong>discrete</strong> approximation of the cont<strong>in</strong>uous differential equations<br />

n replications<br />

Statistical analysis -<br />

<strong>in</strong>ference (p-value,…)<br />

Monte-Carlo<br />

Simulation<br />

y = f ( t , b ) + e<br />

b<br />

i i i i<br />

= X B +<br />

ZB<br />

i i i i<br />

13

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