But is in a rise of land so it has a broad view down the valley.  

Rising values of the properties bailed us out of a potentially disappointing investment.  

This increased demand is in areas that all ready have limited supply.Since the rates started to rise, my appreciation forecast has been conservative (as I have indicated in numerous posts) for my San Diego market (I have been underwriting at zero appreciation near term) and fortunately for me the market out performed my forecast.  

How come data driven method did not see that construction costs will only rise?

Mixed-Use Developments with Green DesignsEco-conscious development is on the rise.

We should see a continued rise in inventories going into next year, which is normal for this time of year.

Major cities where STRs have only began rising up and gaining public spotlight with the rise of AirBNB are more likely to have more shifting and less stable regulatory environments since those areas are still in the process of trying to find the balance for STRs within their markets. 

Even if you don’t have enough equity to buy in all cash, you may still have enough to make a larger down payment, which has its own benefits too.Bottom LineHomeowners have an incredible amount of equity today – and that’s why the share of all-cash buyers is on the rise.

Would real estate prices in certain regions rise rapidly due to demand from both local and international buyers? 

It wasn’t teh flashiest deal, but it’s been rock-solid through rising rates and market swings.