B Models
This appendix provides more detailed information about the models that were fitted to the non-seasonal historical data of each model point. This information includes parameter estimates, error variance, Gaussian log-likelihood, and information criteria such as AIC. For those model points where seasonality was detected, the decomposition plots are provided as well.
B.1 Bayview model point
Model
Call:
forecast::auto.arima(y = x, seasonal = FALSE, stepwise = FALSE, approximation = FALSE,
lambda = 0, biasadj = TRUE, x = structure(list(x = structure(c(7.44538489636694,
7.44538489636694, 7.39159790671977, 7.39159790671977, 7.39159790671977,
7.39159790671977, 7.39159790671977, 7.39159790671977, 7.39159790671977,
7.39159790671977, 7.39159790671977, 7.39159790671977, 7.39159790671977,
7.39159790671977, 7.39159790671977, 7.39159790671977, 7.39159790671977,
7.39159790671977, 7.39159790671977, 7.39159790671977, 7.39159790671977,
7.39159790671977, 7.39159790671977, 7.39159790671977, 7.39159790671977,
6.37997741823497, 6.37997741823497, 6.37997741823497, 6.37997741823497,
7.39159790671977, 7.39159790671977, 7.39159790671977, 7.39159790671977,
7.39159790671977, 7.39159790671977, 7.39159790671977, 7.39159790671977,
7.39159790671977, 7.39159790671977, 7.39159790671977, 7.39159790671977,
7.39159790671977, 7.39159790671977, 7.39159790671977, 7.39159790671977,
7.39159790671977, 7.39159790671977, 7.39159790671977, 7.39159790671977,
7.39159790671977, 6.74720276144023, 6.74720276144023, 6.74720276144023,
6.74720276144023, 6.74720276144023, 7.39159790671977, 7.39159790671977,
7.39159790671977, 7.39159790671977, 7.39159790671977, 7.39159790671977,
7.39159790671977, 7.39159790671977, 7.39159790671977, 7.39159790671977,
7.39159790671977, 7.39159790671977, 7.39159790671977, 6.43047657262875,
6.43047657262875, 6.43047657262875, 6.43047657262875, 6.43047657262875,
6.43047657262875, 6.43047657262875, 6.43047657262875, 6.43047657262875,
6.43047657262875, 6.43047657262875, 6.43047657262875, 6.43047657262875,
6.43047657262875, 6.43047657262875, 6.43047657262875, 6.43047657262875,
6.43047657262875, 6.43047657262875, 6.43047657262875, 6.43047657262875,
6.43047657262875, 6.43047657262875, 6.43047657262875, 6.43047657262875,
6.43047657262875, 6.43047657262875, 6.43047657262875, 6.43047657262875,
6.43047657262875, 6.43047657262875, 6.43047657262875, 6.43047657262875,
6.43047657262875, 6.43047657262875, 6.43047657262875, 6.43047657262875,
6.43047657262875, 6.43047657262875, 6.43047657262875, 6.43047657262875,
6.43047657262875, 6.43047657262875, 6.43047657262875, 6.43047657262875,
6.43047657262875, 6.43047657262875, 6.43047657262875, 6.43047657262875,
6.43047657262875, 6.43047657262875, 6.43047657262875, 6.43047657262875,
6.43047657262875, 6.43047657262875, 6.43047657262875, 6.43047657262875,
6.20491932146102, 6.20491932146102, 6.20491932146102, 6.20491932146102,
6.20491932146102, 6.20491932146102, 6.20491932146102, 6.20491932146102,
6.20491932146102, 6.20491932146102, 6.20491932146102, 6.20491932146102,
6.20491932146102, 5.86491925186475, 5.86491925186475, 5.86491925186475,
5.86491925186475, 5.86491925186475, 5.86491925186475, 5.86491925186475,
5.86491925186475, 5.86491925186475, 5.86491925186475, 5.86491925186475,
5.86491925186475, 5.86491925186475, 5.86491925186475, 5.86491925186475,
5.86491925186475, 5.86491925186475, 5.86491925186475, 5.86491925186475,
5.86491925186475, 5.86491925186475, 5.86491925186475, 5.86491925186475,
5.86491925186475, 5.86491925186475, 5.86491925186475, 5.86491925186475,
5.86491925186475, 5.86491925186475, 5.92900949848675, 5.92900949848675,
6.68747906178363, 6.68747906178363, 6.68747906178363, 6.68747906178363,
6.68747906178363, 6.68747906178363, 6.68747906178363, 6.68747906178363,
6.68747906178363, 6.68747906178363, 6.68747906178363, 6.68747906178363,
6.68747906178363, 6.68747906178363, 6.68747906178363, 6.68747906178363,
6.68747906178363, 6.68747906178363, 6.68747906178363, 6.68747906178363,
6.68747906178363, 6.68747906178363, 6.79323220333729, 6.78663519383194,
6.78663519383194, 6.78663519383194, 6.78663519383194, 6.78663519383194,
6.78663519383194, 6.78663519383194, 6.78663519383194, 6.78663519383194,
6.78663519383194, 6.78663519383194, 6.78663519383194, 6.78663519383194,
6.78663519383194, 6.78663519383194, 6.78663519383194, 6.78663519383194,
6.78663519383194, 6.78663519383194, 6.78663519383194, 6.78663519383194,
6.78663519383194, 6.78663519383194, 6.78663519383194, 6.40324337393051,
6.40324337393051, 6.40324337393051, 6.40324337393051, 6.40324337393051,
6.40324337393051, 6.40324337393051, 6.40324337393051, 6.40324337393051,
6.40324337393051, 6.40324337393051, 6.40324337393051, 5.38243978435243,
5.38243978435243, 5.38243978435243, 5.38243978435243, 5.38243978435243,
5.38243978435243, 5.38243978435243, 5.38243978435243, 5.38243978435243,
5.38243978435243, 5.38243978435243, 5.38243978435243, 5.38243978435243,
5.38243978435243, 5.38243978435243, 5.38243978435243, 5.38243978435243,
5.38243978435243, 5.38243978435243, 5.38243978435243, 5.38243978435243,
5.38243978435243, 5.38243978435243, 5.38243978435243, 5.38243978435243,
5.38243978435243, 5.38243978435243, 5.38243978435243, 5.38243978435243,
5.38243978435243, 5.38243978435243, 5.38243978435243, 5.38243978435243,
5.38243978435243, 5.38243978435243, 5.38243978435243, 5.38243978435243,
5.38243978435243, 5.38243978435243, 5.38243978435243, 5.38243978435243,
5.38243978435243, 5.38243978435243, 5.38243978435243, 5.38243978435243,
5.38243978435243, 5.38243978435243, 5.38243978435243, 5.38243978435243,
5.38243978435243, 5.38243978435243, 5.41212968533194, 5.41212968533194,
5.41212968533194, 5.41212968533194, 5.41212968533194, 5.41212968533194,
5.41212968533194, 5.41212968533194, 5.41212968533194, 5.41212968533194,
5.41212968533194, 5.41212968533194, 5.41212968533194, 5.41212968533194,
5.41212968533194, 5.41212968533194, 5.41212968533194, 5.41212968533194,
5.41212968533194, 5.41212968533194, 5.41212968533194, 5.41212968533194,
5.41212968533194, 5.41212968533194, 5.41212968533194, 5.41212968533194,
5.41212968533194, 5.41212968533194, 5.41212968533194, 5.41212968533194,
5.41212968533194, 5.41212968533194, 5.41212968533194, 5.41212968533194,
5.41212968533194, 5.41212968533194, 5.41212968533194, 5.41212968533194,
5.41212968533194, 5.41212968533194, 5.41212968533194, 5.41212968533194,
5.41212968533194, 5.41212968533194, 5.42123106912759, 5.42123106912759,
5.42123106912759, 5.42123106912759, 5.42123106912759, 5.42123106912759,
5.42123106912759, 5.42123106912759, 5.42123106912759, 5.42123106912759,
5.42123106912759, 5.42123106912759, 5.42123106912759, 5.42123106912759,
5.42123106912759, 5.42123106912759, 5.42123106912759, 5.42123106912759,
5.42123106912759, 5.42123106912759, 5.42123106912759, 5.42123106912759,
5.42123106912759, 5.42123106912759, 5.42123106912759, 5.42123106912759,
5.42123106912759, 5.42123106912759, 5.42916017316209, 5.20669238264039,
5.20669238264039, 5.20669238264039, 5.20669238264039, 5.20669238264039,
5.20669238264039, 5.20669238264039, 5.20669238264039, 5.20669238264039,
5.20669238264039, 5.23323571772999, 7.0928843759443, 7.0928843759443, 7.0928843759443,
7.0928843759443, 7.0928843759443, 7.0928843759443, 7.0928843759443, 6.27827511505376,
6.27827511505376, 6.27827511505376, 6.27827511505376, 6.27827511505376,
6.27827511505376, 6.27827511505376, 6.27827511505376, 6.27827511505376,
6.27827511505376, 6.27827511505376, 6.27827511505376, 6.27827511505376,
6.27827511505376, 6.27827511505376, 6.27827511505376, 6.27827511505376,
6.27827511505376, 6.27827511505376, 6.27827511505376, 6.27827511505376,
6.27827511505376, 6.27827511505376, 6.27827511505376, 6.27827511505376,
6.27827511505376, 6.27827511505376, 6.27827511505376, 6.27827511505376,
6.27827511505376, 6.27827511505376, 6.27827511505376, 6.27827511505376,
6.27827511505376, 6.27827511505376, 6.27827511505376, 6.27827511505376,
6.27827511505376, 6.27827511505376, 6.39800169509267, 6.39800169509267,
6.39800169509267, 6.39800169509267, 6.39800169509267, 6.27827511505376,
6.27827511505376, 6.27827511505376, 6.27827511505376, 6.27827511505376,
6.27827511505376, 7.0928843759443, 7.0928843759443, 7.0928843759443, 7.0928843759443,
7.0928843759443, 7.0928843759443, 7.0928843759443, 7.0928843759443, 7.0928843759443,
7.0928843759443, 7.0928843759443, 7.0928843759443, 7.0928843759443, 7.0928843759443,
7.0928843759443, 7.0928843759443, 7.0928843759443, 7.0928843759443, 7.0928843759443,
5.71708560989397, 5.71708560989397, 5.71708560989397, 5.71708560989397,
5.71708560989397, 5.71708560989397, 5.71708560989397, 5.7043690300656, 5.7043690300656,
5.7043690300656, 5.7043690300656, 5.7043690300656, 5.7043690300656, 5.7043690300656,
5.7043690300656, 5.7043690300656, 5.7043690300656, 5.7043690300656, 5.7043690300656,
5.7043690300656, 5.7043690300656, 5.71212782412312, 5.71212782412312, 5.71212782412312,
5.71212782412312, 5.71212782412312, 5.71212782412312, 5.71212782412312,
5.71212782412312, 5.71212782412312, 5.71212782412312, 5.71212782412312,
5.71212782412312, 5.71212782412312, 5.71212782412312, 5.71212782412312,
5.71212782412312, 5.71212782412312, 5.71212782412312, 5.71212782412312,
5.71212782412312, 5.71212782412312, 5.71212782412312, 5.71212782412312,
5.71212782412312, 5.71212782412312, 5.71212782412312, 5.71212782412312,
5.71212782412312, 5.71212782412312, 5.71212782412312, 5.71212782412312,
5.71212782412312, 5.71212782412312, 5.71212782412312, 5.71212782412312,
5.71212782412312, 5.71212782412312, 5.71212782412312, 5.71212782412312,
5.71212782412312, 5.71212782412312, 5.71212782412312, 5.71212782412312,
5.71212782412312, 5.71212782412312, 5.71212782412312, 5.71212782412312,
5.71212782412312, 5.71212782412312, 5.71212782412312, 5.71212782412312,
5.71212782412312, 5.71212782412312, 5.71212782412312, 5.71212782412312,
5.71212782412312, 5.71212782412312, 5.71212782412312, 5.71212782412312,
5.71212782412312, 5.71212782412312, 5.71212782412312, 5.71212782412312,
5.71212782412312, 5.71212782412312, 5.71212782412312, 5.71212782412312,
7.37920028716073, 6.8544582141236, 7.37920028716073, 7.37920028716073, 7.37920028716073,
7.37920028716073, 7.37920028716073, 7.37920028716073, 7.37920028716073,
7.15785674456113, 7.15785674456113, 7.15785674456113, 7.15785674456113,
7.37920028716073, 7.37920028716073, 7.37920028716073, 7.37920028716073,
7.37920028716073, 7.37920028716073, 7.37920028716073, 7.37920028716073,
7.37920028716073, 7.37920028716073, 7.37920028716073, 7.37920028716073,
7.37920028716073, 7.32696572304118, 7.32696572304118, 7.32696572304118,
7.32696572304118, 7.32696572304118, 7.32696572304118, 5.8632245339249, 5.8632245339249,
5.8632245339249, 5.8632245339249, 5.8632245339249, 5.8632245339249, 5.8632245339249,
5.8632245339249, 5.8632245339249, 5.8632245339249, 5.8632245339249, 5.8632245339249,
5.8632245339249, 5.8632245339249, 5.8632245339249, 5.8632245339249, 5.8632245339249,
5.8632245339249, 5.8632245339249, 5.8632245339249, 5.8632245339249, 5.8632245339249,
5.8632245339249, 5.8632245339249, 5.8632245339249, 5.8632245339249, 5.8632245339249,
5.8632245339249, 5.8632245339249, 5.8632245339249, 5.8632245339249, 5.8632245339249,
5.8632245339249, 5.8632245339249, 5.8632245339249, 5.8632245339249, 5.8632245339249,
5.8632245339249, 5.8632245339249, 5.8632245339249, 5.8632245339249, 5.8632245339249,
5.8632245339249, 5.8632245339249, 5.8632245339249, 6.80120727260288, 6.80120727260288,
6.80120727260288, 6.80120727260288, 7.37920028716073, 7.37920028716073,
7.37920028716073, 7.37920028716073, 7.37920028716073, 7.37920028716073,
7.37920028716073, 7.31120022640574, 7.31120022640574, 7.31120022640574,
7.31120022640574, 7.31120022640574, 7.31120022640574, 7.31120022640574,
6.80430700460277, 6.80430700460277, 6.80430700460277, 6.80430700460277,
6.80430700460277, 6.80430700460277, 6.80430700460277, 6.80430700460277,
7.37920028716073, 7.37920028716073, 6.8158580167982, 6.8158580167982, 7.37920028716073,
7.37920028716073, 6.76053434956717, 6.76053434956717, 6.76053434956717,
7.24060745746386, 7.24060745746386, 7.24060745746386, 7.24060745746386,
7.24060745746386, 7.24060745746386, 7.24060745746386, 7.24060745746386,
7.24060745746386, 7.24060745746386, 7.24060745746386, 7.24060745746386,
7.24060745746386, 7.24060745746386, 7.24060745746386, 7.24060745746386,
6.78910610794002, 6.78910610794002, 7.50302482813728, 7.50302482813728,
7.50302482813728, 7.50302482813728, 7.50302482813728, 7.50302482813728,
7.50302482813728, 7.50302482813728, 7.15743543472241, 6.15311652222439,
6.15311652222439, 6.15311652222439, 6.15311652222439, 6.15311652222439,
6.15311652222439, 6.15311652222439, 6.15311652222439, 6.15311652222439,
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6.2049693460586, 6.2049693460586, 6.2049693460586, 6.2049693460586, 6.2049693460586,
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6.2049693460586, 6.2049693460586, 6.68902774752093, 6.74700857898108, 6.74700857898108,
6.4165380829542, 6.4165380829542, 6.4165380829542, 6.4165380829542, 6.4165380829542,
5.81989770411892, 5.81989770411892, 5.81989770411892, 5.81989770411892,
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5.81989770411892, 5.81989770411892, 5.81989770411892, 5.81989770411892,
5.81989770411892, 5.81989770411892, 5.92722803398806, 5.92722803398806,
5.92722803398806, 5.92722803398806, 5.92722803398806, 5.92722803398806,
5.92722803398806, 5.92722803398806, 5.92722803398806, 5.92722803398806,
5.92722803398806, 5.92722803398806, 5.92722803398806, 5.92722803398806,
5.92722803398806, 5.92722803398806, 6.20940768232827, 6.20940768232827,
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6.20940768232827, 6.20940768232827, 6.20940768232827, 6.20940768232827,
6.20940768232827, 6.20940768232827, 6.20940768232827, 6.20940768232827,
6.25768108671873, 6.25768108671873, 6.25768108671873, 6.25768108671873,
6.25768108671873, 6.25768108671873, 6.25768108671873, 6.25768108671873,
6.25768108671873, 6.25768108671873, 6.25768108671873, 6.25768108671873,
6.25768108671873, 6.25768108671873, 6.25768108671873, 6.25768108671873,
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6.08238173015712, 6.08238173015712, 6.08238173015712, 6.08238173015712,
6.08238173015712, 6.08238173015712, 6.08238173015712, 6.08238173015712,
6.08238173015712, 6.08238173015712, 6.08238173015712, 6.08238173015712,
6.08238173015712, 6.08238173015712, 6.08238173015712, 6.08238173015712,
6.08238173015712, 6.08238173015712, 6.08238173015712, 6.08238173015712,
6.08238173015712, 6.08238173015712, 6.08238173015712, 6.08238173015712,
6.08238173015712, 6.08238173015712, 6.08238173015712, 6.08238173015712,
6.08238173015712, 6.15899147979551, 6.15899147979551, 6.15899147979551,
6.15899147979551, 6.15899147979551, 6.15899147979551, 7.01841822890737,
6.76233545826444, 6.76233545826444, 6.31485723142012, 6.42184407099499,
6.29490143061909, 6.29490143061909, 6.29490143061909, 6.29490143061909,
6.29490143061909, 6.29490143061909, 6.29490143061909, 6.29490143061909,
6.29490143061909, 6.29490143061909, 6.29490143061909, 6.29490143061909,
6.29490143061909, 6.29490143061909, 6.29490143061909, 6.29490143061909,
6.29490143061909, 6.29490143061909, 6.29490143061909, 6.29490143061909,
6.29490143061909, 6.29490143061909, 6.29490143061909, 6.29490143061909,
6.29490143061909, 6.29490143061909, 6.29490143061909, 6.29490143061909,
6.29490143061909, 6.29490143061909, 6.29490143061909, 6.29490143061909,
6.29490143061909, 6.29490143061909, 6.29490143061909, 6.29490143061909,
5.85887618117969, 5.85887618117969, 5.85887618117969, 5.85887618117969,
5.85887618117969, 5.85887618117969, 5.85887618117969, 5.85887618117969,
5.85887618117969), .Tsp = c(1, 2689, 1), class = "ts", lambda = 0)), class = "data.frame", row.names = c(NA,
-2689L)))
Coefficients:
ar1 ar2 ar3 ma1
-0.7636 -0.1269 -0.0724 0.6610
s.e. 0.2148 0.0320 0.0195 0.2148
sigma^2 estimated as 0.03032: log likelihood = 886.22, aic = -1762.45
B.2 Downtown model point
Decomposition plot
Model
Call:
forecast::auto.arima(y = x, seasonal = FALSE, stepwise = FALSE, approximation = FALSE,
x = structure(list(x = structure(c(4.48602659310557, 4.4892672165569, 4.48959982989939,
4.42146351048773, 4.47704792756232, 4.5182499001063, 4.52699020716531, 4.5191526464602,
4.45870510444549, 4.45931842073172, 4.46288503159237, 4.35843791183083,
4.36074628739579, 4.36241284414052, 4.48853107721367, 4.4901185370211, 4.92927719924549,
4.93375598643381, 4.93816867281707, 4.94719377384981, 4.95364606332493,
4.97906667313974, 4.73780325854093, 4.74171324556348, 4.7888888510274, 4.79527590624077,
4.79759603610687, 4.78001024393784, 4.64838217741302, 4.6649533830858, 4.74310104437155,
5.17952990768185, 5.30173380854218, 5.29906914927783, 5.25950435392326,
5.40183051149544, 5.39626707734379, 5.85880667969146, 5.95831048905049,
6.00572458932891, 5.94790069097092, 5.87780659206589, 5.9248102074718, 5.85750554467753,
5.70354728663777, 5.91644165376322, 6.05235380632173, 6.27629866796357,
6.25587777235886, 6.15124950348707, 5.9959281962506, 6.00512499565578, 6.00384633675449,
6.87916613681905, 6.51920086086219, 6.53161736300965, 6.50332107771299,
6.36364663096894, 6.2871431669945, 6.31072465700994, 6.4250602616974, 6.18681084894054,
6.20870751064261, 5.48537169953177, 6.14437825210448, 6.33134625390029,
6.3507629213998, 5.98133358143144, 4.35644858468014, 4.27418341648287, 5.34573376680583,
5.84400438407747, 5.00290569153415, 5.12256539400881, 6.06980074603946,
5.83579366716643, 5.87129724334635, 5.69340508630292, 6.11050897918022,
5.56237005051727, 5.48255180904163, 6.24276005341082, 6.13071005531258,
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5.98407927524975, 5.98733696447268, 5.98741705325641, 5.9177391893419, 5.97569498369018,
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5.65285031173393, 5.96217073177255, 6.0246065299598, 5.86547414029784, 6.17089445014457,
3.78128323793526, 5.57489122125783, 5.26763918350008, 6.12814761272296,
5.95145088009617, 6.24258969308543, 5.19958653642824, 5.91274732107848,
4.66055203387727, 4.58583639722726, 6.23845517762845, 6.53273999913813,
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6.10641006751763, 6.21417167642416, 5.83454747567195, 5.98809566628348,
5.92671340550944, 5.78859439045447, 5.97462221452881, 6.34765543217587,
5.91801074025061, 6.19974311449331, 5.34970771784439, 5.07357874248004,
5.78865779184928, 5.76249317259327, 6.19591435807586, 4.73170964435787,
4.79600214896561, 4.85193699308539, 4.99724456164444, 5.61079706489588,
5.63862217550213, 5.61092348242021, 5.43470837846608, 5.66142087420827,
5.55621602950765, 5.58554502615702, 5.74523998833339, 5.60023213378707,
5.59931469767361, 5.66675315694099, 5.5686811620485, 5.59751880655456, 5.59569913981543,
5.53750904800199, 5.62470555231762, 5.62521027642391, 5.86983712136016,
5.5179739663734, 5.71032369106409, 5.70941179946512, 5.70985045825438, 6.00089335555397,
6.00036603136645, 6.08152944267364, 6.28338299593783, 6.24038761433999,
6.14860896203001, 6.14826197990769, 6.14789736225799, 5.9646903396416, 5.96405057991281,
5.99718666845988, 6.0051336921361, 6.00591265627445, 5.88679670668483, 5.75813708857918,
5.88852558367959, 6.06250227824711, 6.12826693642461, 5.82586001271991,
6.1764646081318, 6.13286356557964, 6.26367067676376, 6.20599583535493, 6.47686749358368,
6.27427326172157, 6.2702401548106, 6.3548469356513, 6.22787910883837, 6.26339226505941,
6.2854075112375, 5.00393407313307, 4.94009123171891, 4.93683519048188, 4.9691338681735,
4.7855839674643, 5.76447907332278, 4.7550465333824, 5.62432709240508, 5.42503376821225,
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5.13990430972945, 5.2097396711681, 5.27135669366664, 5.52964393056275, 5.56671925988038,
5.47587793033926, 5.39531001440088, 5.36849857889979, 5.30294911630695,
4.56223262233561, 4.62896493705724, 4.66929072007159, 4.82222402199703,
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4.65501161932272, 4.68366252937061, 4.83924728363002, 4.69533187480932,
4.69452019731421, 4.76315173747012, 3.15540863487874, 3.26429574891547,
3.19131769243175, 3.13246278385145, 3.21377452417604, 3.21422185130435,
3.16404306307155, 3.04656492234023, 3.01301626660751, 3.01217482435837,
3.01255748146757, 2.99663475608772, 2.99606616416657, 3.07332772018056,
3.27091281860852, 3.37462360149838, 3.28585713384975, 3.28544652534362,
3.2850199572698, 3.10526839976154, 3.10455174118193, 2.98117121288971, 2.9900725247825,
2.99068100512091, 2.88769937712817, 2.76381862444101, 2.89176556968046,
3.06323512492297, 3.13090531500626, 3.24952558423666, 3.60608065800815,
3.56332667839265, 3.69271626381939, 3.62343515969172, 3.98565047712294,
3.77774845378092, 3.77369920664496, 5.41728128188747, 5.29163072523275,
5.24123019052432, 5.2702426053004, 5.47373882787186, 5.71589366446907, 6.08896743206999,
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6.01687550882901, 5.4667637116245, 5.53544456445782, 5.57475466924204, 5.72988058304227,
5.66967191324432, 5.87127006355486, 5.71308614705634, 4.0383138481622, 4.15453775274376,
5.640890188426, 4.31801634001138, 4.22487491351768, 4.14119388876725, 4.11402557269484,
4.07655817685951, 4.31843087132253, 4.38760376676626, 6.72915852409677,
6.50941618925685, 6.39767707820222, 6.42664060988187, 6.40398866902486,
6.78661146329741, 6.81275235591408, 6.71716194076086, 6.74498015734605,
6.89345778836352), .Tsp = c(1, 29, 96), class = "ts")), class = "data.frame", row.names = c(NA,
-2689L)))
Coefficients:
ar1 ar2 ar3 ma1 ma2
-0.1423 0.5707 0.1873 -0.2605 -0.719
s.e. 0.3526 0.2258 0.0351 0.3600 0.352
sigma^2 estimated as 0.2219: log likelihood = -1788.92, aic = 3589.84
B.3 Residential model point
Decomposition plot
Model
Call:
forecast::auto.arima(y = x, seasonal = FALSE, stepwise = FALSE, approximation = FALSE,
x = structure(list(x = structure(c(6.74368770222985, 6.63844643144482, 6.65083205903901,
6.61045971148568, 6.59041324831099, 6.57396556025994, 6.55352117358589,
6.56156916729877, 6.55656767425714, 6.54633447523325, 6.54432399230514,
6.65330544593249, 6.49521109294765, 6.49308036859625, 6.49134519170728,
6.44353874097432, 6.38602849433826, 6.38466821498758, 6.38338986426305,
6.55895750761769, 6.5580365543037, 6.55740987834824, 6.55675932696372, 6.55259496999534,
5.39937738692881, 5.29305233027392, 5.29500389048715, 5.29452162839478,
5.14128385660837, 5.06936899108882, 4.53448844096727, 5.46404583293341,
5.48762424825698, 5.41540614745321, 6.4817597526554, 6.18044132360116, 6.02679248183084,
6.09698797264296, 6.30286965101939, 6.01551318042591, 5.64574888381735,
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4.69947842711926, 4.99294339926048, 7.14487924292905, 6.76588689416008,
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6.02641768293822, 5.99625965329035, 5.35614223063739, 5.84309999905198,
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5.16728865743539, 5.10020908019439, 5.15271955862891, 5.21599382301527,
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5.85246273567242, 5.71634358611591, 5.82818666568948), .Tsp = c(1, 29, 96
), class = "ts")), class = "data.frame", row.names = c(NA, -2689L)))
Coefficients:
ar1 ma1
0.6263 -0.9128
s.e. 0.0394 0.0257
sigma^2 estimated as 0.1714: log likelihood = -1442.62, aic = 2891.25
B.4 Presidio model point
Decomposition plot
Model
Call:
forecast::auto.arima(y = x, seasonal = FALSE, stepwise = FALSE, approximation = FALSE,
x = structure(list(x = structure(c(5.30612189652303, 5.02743287874833, 5.02744232284915,
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4.99052772807364, 5.2657375309096), .Tsp = c(1, 5, 672), class = "ts")), class = "data.frame", row.names = c(NA,
-2689L)))
Coefficients:
ar1 ma1 ma2 ma3 ma4
-0.6904 0.4389 -0.2201 -0.1439 -0.1430
s.e. 0.0781 0.0790 0.0275 0.0232 0.0192
sigma^2 estimated as 0.02021: log likelihood = 1431.7, aic = -2851.41