State Space Models

All state space models are written and estimated in the R programming language. The models are available here with instructions and R procedures for manipulating the models here here.
Showing posts with label Population Forecast. Show all posts
Showing posts with label Population Forecast. Show all posts

Wednesday, June 17, 2026

Switzerland (1960-2100) Population Forecasts

 



June 14, 2026 Switzerland Rejects Measure to Cap Its Population at 10 Million from the NY Times. The referendum was about limiting migration after the number of residents rose by more than a quarter since 2000, but it was framed around affordability and sustainability.

The Population Cap (solid red line in the graphic above) proposed for Switzerland will not automatically be reached by any of my forecasting models, although the stable Business-as-Usual (BAU) model (see below) might eventually reach a steady state at a level lower than 10 Million after 2100. 

The best forecast (using the Akaike Information Criterion) is the CH_LM (Late Modern) model driven by Western Europe (WE, the dashed red line in the graphic above, state-space model presented below). However, linking to the EU (see below) breaks the Population cap around 2030. Notice that linking to the US leads to Population collapse.

For more information about Switzerland, view the Blog Roll: Switzerland. The video at the beginning of the Blog Roll explains why, even though the Population Cap referendum failed, it will keep coming up in the future and will probably pass at some point.

The forecasts at the beginning of this post show the Geopolitical cross-pressures Switzerland is under. Germany (WE, Western Europe) and the US are Switzerland's largest trading partners (see the DE_LM model below, which also leads to Population collapse). On the other hand, Switzerland is "highly developed free-market economy, ranked first in the world since 2015 on the Global Innovation Index (Wikipedia, see below)". To limit Population (without the cap) it could well chose to "go it alone" with the BAU model. 

It is also interesting that the Population cap, pushed by the right-wing Swiss People's Party, serves Environmental goals. 


Using the Kaya Identity, Population Stability (N) would stabilize CO2 Emissions and, ultimately, Global Temperature (T). Eventually, these two forces may come together and create a Steady-state Economy in Switzerland.


For more information about Switzerland, view the Blog Roll: Switzerland.

Notes

Wikipedia Links

AIC Statistics


All of the Akaike Information Criterion (AIC) Statistics have values in the 800 range except for the RW Model (Random Walk), which is best in the short-term (year-to-year).


CH_LM Western Europe Input


The CH_LM Model (WE, Western Europe Input) is stable and  provides the best Attractor Path, but it breaks the 10 million Population cap around 2030. From ChatGPT:


Switzerland, since it is not an EU member, is not obliged to accept migration from other EU members or link it's population to the EU




CH_LM BAU Model


The BAU model is stable and reaches a steady state after 2100 below the 10 million Population Cap.

CH_LM US Input




The CH_LM US Input model is stable but leads to population collapse with strong negative forces from the US Feedback components, US2 and US3.

CH_LM_N Model with DE_LM input


The CH_LM_M DE Input model is unstable and leads to population collapse in Switzerland.