unpaidClaims

Compute unpaid claims for chainLadder object

Since R2020b

Description

example

unpaidClaimsEstimate = unpaidClaims(cl) computes unpaid claims for the chainLadder object.

example

unpaidClaimsEstimate = unpaidClaims(___,referenceClaimsType) specifies options using one or more optional arguments in addition to the input argument in the previous syntax.

Examples

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Calculate the unpaid claims for a chainLadder object containing simulated insurance claims data.

OriginYear    DevelopmentYear    ReportedClaims    PaidClaims
__________    _______________    ______________    __________

2010             12               3995.7          1893.9
2010             24                 4635          3371.2
2010             36               4866.8          4079.1
2010             48               4964.1            4487
2010             60               5013.7          4711.4
2010             72               5038.8          4805.6
2010             84                 5059          4853.7
2010             96               5074.1          4877.9

Use developmentTriangle to convert the data to a development triangle, which is the standard form for representing claims data. Create two developmentTriangle objects, one for reported claims and one for paid claims.

dT_reported = developmentTriangle(data,'Origin','OriginYear','Development','DevelopmentYear','Claims','ReportedClaims')
dT_reported =
developmentTriangle with properties:

Origin: {10x1 cell}
Development: {10x1 cell}
Claims: [10x10 double]
LatestDiagonal: [10x1 double]
Description: ""
TailFactor: 1
CumulativeDevelopmentFactors: [1.3069 1.1107 1.0516 1.0261 1.0152 1.0098 1.0060 1.0030 1.0010 1]
SelectedLinkRatio: [1.1767 1.0563 1.0249 1.0107 1.0054 1.0038 1.0030 1.0020 1.0010]

dT_paid = developmentTriangle(data,'Origin','OriginYear','Development','DevelopmentYear','Claims','PaidClaims')
dT_paid =
developmentTriangle with properties:

Origin: {10x1 cell}
Development: {10x1 cell}
Claims: [10x10 double]
LatestDiagonal: [10x1 double]
Description: ""
TailFactor: 1
CumulativeDevelopmentFactors: [2.4388 1.4070 1.1799 1.0810 1.0378 1.0178 1.0080 1.0030 1.0010 1]
SelectedLinkRatio: [1.7333 1.1925 1.0914 1.0417 1.0196 1.0097 1.0050 1.0020 1.0010]

Create a chainLadder object where the first input argument is the reported development triangle and the second input argument is the paid development triangle.

cl =

ReportedTriangle: [1x1 developmentTriangle]
PaidTriangle: [1x1 developmentTriangle]
CaseOutstanding: [10x1 double]

Use ibnr to compute the incurred-but-not-reported (IBNR).

ibnrClaims = ibnr(cl,'reported')
ibnrClaims = 10×1
103 ×

0
0.0052
0.0169
0.0349
0.0575
0.0880
0.1489
0.3019
0.6084
1.5181

Use unpaidClaims to compute the unpaid claims.

unpaidClaimsEstimate = unpaidClaims(cl,'reported')
unpaidClaimsEstimate = 10×1
103 ×

0.1968
0.0506
0.1300
0.1097
0.1771
0.0972
0.3908
0.9851
1.7175
3.6992

Input Arguments

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Data Types: object

(Optional) Type of claims data, specified as a character vector or string.

Data Types: char | string

Output Arguments

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Unpaid claims estimates, returned as an array.