Update markov_regime_switch.ipynb

Author: jeckonov

markov_regime_switch.ipynb

@@ -11,7 +11,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "This notebook shows the implementation of the basic Markov regime switching model for the Brent oil time series. This variant of model analyse whether the time series are in high or low regimes. Many econonomic and financial time series behaves differently in those two regime, and thus it is useful to know in which regime the time series actualy are.\n",
+    "This notebook shows the implementation of the basic Markov regime switching model for the Brent oil time series. This variant of model analyse whether the time series are in high or low regime. Many econonomic and financial time series behaves differently in those two regimes, and thus it is useful to know in which regime the time series actualy are.\n",
     "\n",
     "The notebook is using yfinance and is fully automatized, the analyzed asset can be easily changed with a different yfinance ticker."
    ]