NORTHERN NIGERIA Stock Forecast - Polynomial Regression

NNFM Stock   50.10  4.35  7.99%   
The Polynomial Regression forecasted value of NORTHERN NIGERIA FLOUR on the next trading day is expected to be 51.59 with a mean absolute deviation of 1.48 and the sum of the absolute errors of 92.01. Investors can use prediction functions to forecast NORTHERN NIGERIA's stock prices and determine the direction of NORTHERN NIGERIA FLOUR's future trends based on various well-known forecasting models. However, exclusively looking at the historical price movement is usually misleading. We recommend always using this module together with an analysis of NORTHERN NIGERIA's historical fundamentals, such as revenue growth or operating cash flow patterns. Check out Correlation Analysis to better understand how to build diversified portfolios. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in board of governors.
  
NORTHERN NIGERIA polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for NORTHERN NIGERIA FLOUR as well as the accuracy indicators are determined from the period prices.

NORTHERN NIGERIA Polynomial Regression Price Forecast For the 5th of February

Given 90 days horizon, the Polynomial Regression forecasted value of NORTHERN NIGERIA FLOUR on the next trading day is expected to be 54.46 with a mean absolute deviation of 1.75, mean absolute percentage error of 4.55, and the sum of the absolute errors of 106.85.
Please note that although there have been many attempts to predict NORTHERN Stock prices using its time series forecasting, we generally do not recommend using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that NORTHERN NIGERIA's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

NORTHERN NIGERIA Stock Forecast Pattern

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of NORTHERN NIGERIA stock data series using in forecasting. Note that when a statistical model is used to represent NORTHERN NIGERIA stock, the representation will rarely be exact; so some information will be lost using the model to explain the process. AIC estimates the relative amount of information lost by a given model: the less information a model loses, the higher its quality.
AICAkaike Information Criteria119.6262
BiasArithmetic mean of the errors None
MADMean absolute deviation1.7516
MAPEMean absolute percentage error0.0424
SAESum of the absolute errors106.8471
A single variable polynomial regression model attempts to put a curve through the NORTHERN NIGERIA historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm

Predictive Modules for NORTHERN NIGERIA

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as NORTHERN NIGERIA FLOUR. Regardless of method or technology, however, to accurately forecast the stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the stock market accurately is still an essential part of the overall investment decision process. Using different forecasting techniques and comparing the results might improve your chances of accuracy even though unexpected events may often change the market sentiment and impact your forecasting results.

NORTHERN NIGERIA Related Equities

One of the popular trading techniques among algorithmic traders is to use market-neutral strategies where every trade hedges away some risk. Because there are two separate transactions required, even if one position performs unexpectedly, the other equity can make up some of the losses. Below are some of the equities that can be combined with NORTHERN NIGERIA stock to make a market-neutral strategy. Peer analysis of NORTHERN NIGERIA could also be used in its relative valuation, which is a method of valuing NORTHERN NIGERIA by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

NORTHERN NIGERIA Market Strength Events

Market strength indicators help investors to evaluate how NORTHERN NIGERIA stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading NORTHERN NIGERIA shares will generate the highest return on investment. By undertsting and applying NORTHERN NIGERIA stock market strength indicators, traders can identify NORTHERN NIGERIA FLOUR entry and exit signals to maximize returns.

Also Currently Popular

Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.