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Give the clauses in a defifinition of e[x := a] by recursion on the structure of e. (ii) For each e A[x] show how

Give the clauses in a defifinition of e[x := a] by recursion on the structure of

e. 

(ii) For each e ∈ A[x] show how to defifine an element Λxe ∈ A with the property

that

@(Λxe, a) = e[x := a] (7)

for all a ∈ A. 

(d) Recall the usual encoding of Booleans in λ-calculus. Using Part (c)(ii), show

that in any combinatory algebra A there are elements True, False ∈ A and a

function If : A × A → A satisfying

@(If (a, b), True) = a

(11)

@(If (a, b), False) = b

(12)

for all a, b ∈ A

[5 marks]

7CST1.2021.6.8

7

Data Science

(a) Let xt be the number of new COVID infections on date t. We anticipate

approximately exponential growth or decay, xt+1 ≈ (1 + λ)xt , and we would

like to estimate λ from a dataset (x1, . . . , xT ).

(i) Find the maximum likelihood estimator for λ for the model

Xt+1 ∼ Poisson

 

Utilizing the data gave for the situation study, would you be able to assemble a Context graph, Level 0 Data Flow Diagram, and an ERD utilizing any outlining programming.

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20% Basic Java 20% Control structures 20% Classes 10% Methods usage of comments next to the program variables declaration: input/output data types 10% Arrays decision: if else if.... Else switch... case (optional) repetition (at least 2 iterations) while, do...while for (at least 2 classes) (at least 2 methods) user-defined and/or built-in methods (at least 1 set of array) 20% User Interface Menu like starting point User friendliness Error free

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